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stim/envi/envi.h 76.5 KB
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  #ifndef STIM_ENVI_H
  #define STIM_ENVI_H
  
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  #include <stim/envi/envi_header.h>
  #include <stim/envi/bsq.h>
  #include <stim/envi/bip.h>
  #include <stim/envi/bil.h>
  #include <stim/math/fd_coefficients.h>
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  #include <stim/parser/filename.h>
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  #include <stim/util/filesize.h>
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  #include <iostream>
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  #include <fstream>
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  //#include "../image/image.h"
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  namespace stim{
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  /** This class implements reading of ENVI hyperspectral files. These files can be stored in multiple orientations
  	(including BSQ, BIP, and BIL) in order to optimize streaming speed depending on applications. Basic ENVI
  	files are stored on disk as a large binary file with a corresponding header. Code for reading and processing
  	ENVI header files is in the envi_header class.
  */
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  class envi{
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  	void* file;		//void pointer to the relevant file reader (bip, bsq, or bil - with appropriate data type)
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  	std::string fname;					//file name used for repeated opening and closing
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  	//allocate sufficient space for a spectrum based on the data type and number of bands
  	void* alloc_array(size_t len){
  		switch(header.data_type){
  		case envi_header::int8:
  			return malloc(len);
  		case envi_header::int16:
  		case envi_header::uint16:
  			return malloc(2 * len);
  		case envi_header::int32:
  		case envi_header::uint32:
  		case envi_header::float32:
  			return malloc(4 * len);
  		case envi_header::int64:
  		case envi_header::uint64:
  		case envi_header::float64:
  		case envi_header::complex32:
  			return malloc(8 * len);
  		case envi_header::complex64:
  			return malloc(16 * len);
  		default:
  			std::cout<<"ERROR stim::envi data type not recognized for spectral allocation"<<std::endl;
  			exit(1);
  		}
  	}
  
  	//cast a value to DEST type from SRC type
  	template<typename DST, typename SRC>
  	inline void cast(DST* dst, SRC* src){
  		(*dst) = (DST)(*src);
  	}
  
  	//cast an array from type SRC to type DEST
  	template<typename DST, typename SRC>
  	inline void cast(DST* dst, SRC* src, size_t len){
  		for(size_t i = 0; i < len; i++)
  			cast(&dst[i], &src[i]);
  	}
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  public:
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  	envi_header header;
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  	/// Default constructor
  	envi(){
  		file = NULL;				//set the file pointer to NULL
  	}
  
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  	envi(std::string filename, std::string headername) : envi(){
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  		header.load(headername);
  
  		fname = filename;					//save the filename
  
  		allocate();
  	}
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  	//used to test if the current ENVI file is valid
  	operator bool(){
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  		if (header.interleave == envi_header::BSQ) {		//if the infile is bsq file
  			if (header.data_type == envi_header::float32)
  				return ((bsq<float>*)file)->is_open();
  			else if (header.data_type == envi_header::float64)
  				return ((bsq<double>*)file)->is_open();
  			else
  				std::cout << "ERROR: unidentified data type" << std::endl;
  		}
  
  		else if (header.interleave == envi_header::BIL) {		//if the infile is bil file
  			if (header.data_type == envi_header::float32)
  				return ((bil<float>*)file)->is_open();
  			else if (header.data_type == envi_header::float64)
  				return ((bil<double>*)file)->is_open();
  			else
  				std::cout << "ERROR: unidentified data type" << std::endl;
  		}
  
  		else if (header.interleave == envi_header::BIP) {		//if the infile is bip file
  			if (header.data_type == envi_header::float32)
  				return ((bip<float>*)file)->is_open();
  			else if (header.data_type == envi_header::float64)
  				return ((bip<double>*)file)->is_open();
  			else
  				std::cout << "ERROR: unidentified data type" << std::endl;
  		}
  		else {
  			std::cout << "ERROR: unidentified file type" << std::endl;
  			exit(1);
  		}
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  	}
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  	//test to determine if the specified file is an ENVI file
  	static bool is_envi(std::string fname, std::string hname = ""){
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  		stim::filename data_file(fname);
  		stim::filename header_file;
  		if(hname == ""){								//if the header isn't provided
  			header_file = data_file;					//assume that it's the same name as the data file, with a .hdr extension
  			header_file = header_file.extension("hdr");
  		}
  		else header_file = hname;						//otherwise load the passed header
  
  		stim::envi_header H;
  		if(H.load(header_file) == false)				//load the header file, if it doesn't load return false
  			return false;
  		size_t targetBytes = H.data_bytes();			//get the number of bytes that SHOULD be in the data file
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  		size_t bytes = stim::file_size(fname);
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  		if(bytes != targetBytes) return false;			//if the data doesn't match the header, return false
  		return true;									//otherwise everything looks fine
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  	}
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  	void* malloc_spectrum(){
  		return alloc_array(header.bands);
  	}
  
  	void* malloc_band(){
  		return alloc_array(header.samples * header.lines);
  	}
  
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  	void set_buffer_frac(double memfrac = 0.5){
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  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
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  				((bsq<float>*)file)->set_buffer_frac(memfrac);
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  			else if(header.data_type == envi_header::float64)
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  				((bsq<double>*)file)->set_buffer_frac(memfrac);
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  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			if(header.data_type ==envi_header::float32)
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  				((bil<float>*)file)->set_buffer_frac(memfrac);
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  			else if(header.data_type == envi_header::float64)
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  				((bil<double>*)file)->set_buffer_frac(memfrac);
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  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file
  			if(header.data_type ==envi_header::float32)
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  				((bip<float>*)file)->set_buffer_frac(memfrac);
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  			else if(header.data_type == envi_header::float64)
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  				((bip<double>*)file)->set_buffer_frac(memfrac);
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
  	}
  
  	void set_buffer_raw(size_t bytes){
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
  				((bsq<float>*)file)->set_buffer_raw(bytes);
  			else if(header.data_type == envi_header::float64)
  				((bsq<double>*)file)->set_buffer_raw(bytes);
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			if(header.data_type ==envi_header::float32)
  				((bil<float>*)file)->set_buffer_raw(bytes);
  			else if(header.data_type == envi_header::float64)
  				((bil<double>*)file)->set_buffer_raw(bytes);
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file
  			if(header.data_type ==envi_header::float32)
  				((bip<float>*)file)->set_buffer_raw(bytes);
  			else if(header.data_type == envi_header::float64)
  				((bip<double>*)file)->set_buffer_raw(bytes);
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  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
  	}
  
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  	/// Returns the size of the data type in bytes
  	unsigned int type_size(){
  		if(header.data_type == envi_header::float32) return 4;
  		if(header.data_type == envi_header::float64) return 8;
  
  		exit(1);
  	}
  
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  	size_t X(){ return header.samples; }
  	size_t Y(){ return header.lines; }
  	size_t Z(){ return header.bands; }
  	size_t B(){ return Z();	}
  
  	/// Return the size of the data set in bytes
  	size_t bytes(){
  		return X() * Y() * Z() * type_size();
  	}
  
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  	/// Returns the progress of the current processing operation as a percentage
  	void reset_progress(){
  
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
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  				((bsq<float>*)file)->reset_progress();
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  			else if(header.data_type == envi_header::float64)
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  				((bsq<double>*)file)->reset_progress();
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  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			if(header.data_type ==envi_header::float32)
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  				((bil<float>*)file)->reset_progress();
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  			else if(header.data_type == envi_header::float64)
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  				((bil<double>*)file)->reset_progress();
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  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file
  			if(header.data_type ==envi_header::float32)
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  				((bip<float>*)file)->reset_progress();
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  			else if(header.data_type == envi_header::float64)
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  				((bip<double>*)file)->reset_progress();
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  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
  	}
  
  	/// Returns the progress of the current processing operation as a percentage
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  	double progress(){
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  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
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  				return ((bsq<float>*)file)->get_progress();
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  			else if(header.data_type == envi_header::float64)
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  				return ((bsq<double>*)file)->get_progress();
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  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			if(header.data_type ==envi_header::float32)
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  				return ((bil<float>*)file)->get_progress();
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  			else if(header.data_type == envi_header::float64)
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  				return ((bil<double>*)file)->get_progress();
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  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file
  			if(header.data_type ==envi_header::float32)
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  				return ((bip<float>*)file)->get_progress();
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  			else if(header.data_type == envi_header::float64)
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  				return ((bip<double>*)file)->get_progress();
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  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  		}
  		return 0;
  	}
  
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  	/// Returns the progress of the current processing operation as a percentage
  	size_t data_rate(){
  
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
  				return ((bsq<float>*)file)->get_data_rate();
  			else if(header.data_type == envi_header::float64)
  				return ((bsq<double>*)file)->get_data_rate();
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			if(header.data_type ==envi_header::float32)
  				return ((bil<float>*)file)->get_data_rate();
  			else if(header.data_type == envi_header::float64)
  				return ((bil<double>*)file)->get_data_rate();
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file
  			if(header.data_type ==envi_header::float32)
  				return ((bip<float>*)file)->get_data_rate();
  			else if(header.data_type == envi_header::float64)
  				return ((bip<double>*)file)->get_data_rate();
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  		}
  		return 0;
  	}
  
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  	/// Allocate memory for a new ENVI file based on the current interleave format (BIP, BIL, BSQ) and data type.
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  	void allocate(){
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  		file = NULL;	//set file to a NULL pointer
  
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  		if(header.interleave == envi_header::BSQ){
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  			if(header.data_type ==envi_header::float32)
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  				file = new bsq<float>();
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  			else if(header.data_type == envi_header::float64)
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  				file = new bsq<double>();
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  		}
  		else if(header.interleave == envi_header::BIP){
  			if(header.data_type ==envi_header::float32)
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  				file = new bip<float>();
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  			else if(header.data_type == envi_header::float64)
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  				file = new bip<double>();
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  		}
  		else if(header.interleave == envi_header::BIL){
  			if(header.data_type ==envi_header::float32)
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  				file = new bil<float>();
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  			else if(header.data_type == envi_header::float64)
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  				file = new bil<double>();
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  		}
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  	}
  
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  	/// Open a previously opened ENVI file
  	bool open(){
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  		//load the file
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  		if(header.interleave == envi_header::BSQ) {		//if the infile is bsq file
  			if(header.data_type == envi_header::float32) {
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  				return ((bsq<float>*)file)->open(fname, header.samples, header.lines, header.bands, header.header_offset, header.wavelength);
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  			}
  			else if(header.data_type == envi_header::float64) {
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  				return ((bsq<double>*)file)->open(fname, header.samples, header.lines, header.bands, header.header_offset, header.wavelength);
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  			}
  			else
  				return false;
  		}
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  		else if(header.interleave == envi_header::BIL) {		//if the infile is bil file
  			if(header.data_type == envi_header::float32) {
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  				return ((bil<float>*)file)->open(fname, header.samples, header.lines, header.bands, header.header_offset, header.wavelength);
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  			}
  			else if(header.data_type == envi_header::float64) {
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  				return ((bil<double>*)file)->open(fname, header.samples, header.lines, header.bands, header.header_offset, header.wavelength);
6708cc25   heziqi   Ziqi added envi c...
385
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  			}
  			else
  				return false;
  		}
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6708cc25   heziqi   Ziqi added envi c...
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  		else if(header.interleave == envi_header::BIP) {		//if the infile is bip file
  			if(header.data_type == envi_header::float32) {
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  				return ((bip<float>*)file)->open(fname, header.samples, header.lines, header.bands, header.header_offset, header.wavelength);
6708cc25   heziqi   Ziqi added envi c...
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  			}
  			else if(header.data_type == envi_header::float64) {
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  				return ((bip<double>*)file)->open(fname, header.samples, header.lines, header.bands, header.header_offset, header.wavelength);
6708cc25   heziqi   Ziqi added envi c...
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  			}
  			else
f92397d2   David Mayerich   fixed a Win32 bug...
398
  				return false;
6708cc25   heziqi   Ziqi added envi c...
399
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  		}
  
f92397d2   David Mayerich   fixed a Win32 bug...
401
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  		return true;
  
8057237a   David Mayerich   added an envi::op...
403
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  	}
  
48f356fa   David Mayerich   bug fixes for FFT...
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  	/// Open an Agilent binary file as an ENVI stream
  	bool open_agilent(std::string filename){
  		fname = filename;												//store the file name
  
  		//Open the file temporarily to get the header information
  		FILE* f = fopen(filename.c_str(), "r");							//open the binary file for reading
  		if(f == NULL) return false;										//return false if no file is opened
  
  		fseek(f, 9, SEEK_SET);											//seek to the number of bands
  		short b;														//allocate space for the number of bands
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  		size_t nread = fread(&b, sizeof(short), 1, f);					//read the number of bands
  		if(nread != 1){
  			std::cout<<"Error reading band number from Agilent file."<<std::endl;
  			exit(1);
  		}
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  		fseek(f, 13, SEEK_CUR);											//skip the the x and y dimensions
  		short x, y;
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  		nread = fread(&x, sizeof(short), 1, f);									//read the image x and y size
  		if(nread != 1){
  			std::cout<<"Error reading X dimension from Agilent file."<<std::endl;
  			exit(1);
  		}
  		nread = fread(&y, sizeof(short), 1, f);
  		if(nread != 1){
  			std::cout<<"Error reading Y dimension from Agilent file."<<std::endl;
  			exit(1);
  		}
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  		fclose(f);														//close the file
  
  		//store the information from the Agilent header in the ENVI header
  		header.bands = b;
  		header.samples = x;
  		header.lines = y;
  		header.data_type = envi_header::float32;						//all values are 32-bit floats
  		header.header_offset = 1020;									//number of bytes in an Agilent binary header
  		header.interleave = envi_header::BSQ;							//all Agilent binary files are BSQ
  
  		allocate();														//allocate the streaming file object
  		open();															//open the file for streaming
  
  		return true;
  	}
  
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  	/// Open an existing ENVI file given the filename and a header structure
  
  	/// @param filename is the name of the ENVI binary file
  	/// @param header is an ENVI header structure
  	bool open(std::string filename, stim::envi_header h){
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454
  		
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  		header = h;							//store the header
  		fname = filename;					//save the filename
  
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  		allocate();
  
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  		return open();						//open the ENVI file;
  		
  
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  	}
  
  	/// Open an existing ENVI file given the file and header names.
  
  	/// @param filename is the name of the ENVI binary file
  	/// @param headername is the name of the ENVI header file
  	bool open(std::string filename, std::string headername){
  
  		//allocate memory
  		//allocate();
  
  		stim::envi_header h;
  		h.load(headername);
  
  		//load the header
  		//header.load(headername);
  
  		return open(filename, h);
e8eb202f   David Mayerich   added a new ENVI ...
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  	}
  
cb455f98   David Mayerich   removed old ENVI ...
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  	/// Normalize a hyperspectral ENVI file given a band number and threshold.
  
  	/// @param outfile is the name of the normalized file to be output
  	/// @param band is the band label to be output
  	/// @param threshold is a threshold value specified such that normalization will only be done to values in the band > threshold (preventing division by small numbers)
c30dd3e6   David Mayerich   added vector norm...
489
  	bool ratio(std::string outfile, double band, unsigned char* mask = NULL, bool PROGRESS = false){
a2bf1d08   David Mayerich   general bug fixes...
490
  		header.save(outfile + ".hdr");
6708cc25   heziqi   Ziqi added envi c...
491
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
e8eb202f   David Mayerich   added a new ENVI ...
492
  			if(header.data_type ==envi_header::float32)
c30dd3e6   David Mayerich   added vector norm...
493
  				return ((bsq<float>*)file)->ratio(outfile, band, mask, PROGRESS);
6708cc25   heziqi   Ziqi added envi c...
494
  			else if(header.data_type == envi_header::float64)
c30dd3e6   David Mayerich   added vector norm...
495
  				return ((bsq<double>*)file)->ratio(outfile,band, mask, PROGRESS);
6708cc25   heziqi   Ziqi added envi c...
496
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  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
e8eb202f   David Mayerich   added a new ENVI ...
499
  
6708cc25   heziqi   Ziqi added envi c...
500
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  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			if(header.data_type ==envi_header::float32)
c30dd3e6   David Mayerich   added vector norm...
502
  				return ((bil<float>*)file)->ratio(outfile, band, mask, PROGRESS);
6708cc25   heziqi   Ziqi added envi c...
503
  			else if(header.data_type == envi_header::float64)
c30dd3e6   David Mayerich   added vector norm...
504
  				return ((bil<double>*)file)->ratio(outfile,band, mask, PROGRESS);
6708cc25   heziqi   Ziqi added envi c...
505
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  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file
  			if(header.data_type ==envi_header::float32)
c30dd3e6   David Mayerich   added vector norm...
511
  				return ((bip<float>*)file)->ratio(outfile, band, mask, PROGRESS);
6708cc25   heziqi   Ziqi added envi c...
512
  			else if(header.data_type == envi_header::float64)
c30dd3e6   David Mayerich   added vector norm...
513
  				return ((bip<double>*)file)->ratio(outfile,band, mask, PROGRESS);
6708cc25   heziqi   Ziqi added envi c...
514
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  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
e933c14e   David Mayerich   cleaned up the code
522
  		return false;
6708cc25   heziqi   Ziqi added envi c...
523
524
  	}
  
c30dd3e6   David Mayerich   added vector norm...
525
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  	/// Perform vector normalization on the ENVI image
  	void normalize(std::string outfile, unsigned char* mask = NULL, bool PROGRESS = false){
  		header.save(outfile + ".hdr");
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
  				((bsq<float>*)file)->normalize(outfile, mask, PROGRESS);
  			else if(header.data_type == envi_header::float64)
  				((bsq<double>*)file)->normalize(outfile, mask, PROGRESS);
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			if(header.data_type ==envi_header::float32)
  				((bil<float>*)file)->normalize(outfile, mask, PROGRESS);
  			else if(header.data_type == envi_header::float64)
  				((bil<double>*)file)->normalize(outfile, mask, PROGRESS);
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file
  			if(header.data_type ==envi_header::float32)
  				((bip<float>*)file)->normalize(outfile, mask, PROGRESS);
  			else if(header.data_type == envi_header::float64)
  				((bip<double>*)file)->normalize(outfile, mask, PROGRESS);
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
  	}
  
cb455f98   David Mayerich   removed old ENVI ...
561
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564
  	/// Performs piecewise linear baseline correction of a hyperspectral file/
  
  	/// @param outfile is the file name for the baseline corrected output
  	/// @param w is a list of band labels to serve as baseline points (zero values)
798cea97   David Mayerich   added progress ba...
565
566
  	bool baseline(std::string outfile, std::vector<double> w, unsigned char* mask = NULL, bool PROGRESS = false){
  		header.save(outfile + ".hdr");
6708cc25   heziqi   Ziqi added envi c...
567
568
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
798cea97   David Mayerich   added progress ba...
569
  				return ((bsq<float>*)file)->baseline(outfile, w, mask, PROGRESS);
6708cc25   heziqi   Ziqi added envi c...
570
  			else if(header.data_type == envi_header::float64)
798cea97   David Mayerich   added progress ba...
571
  				return ((bsq<double>*)file)->baseline(outfile,w, mask, PROGRESS);
6708cc25   heziqi   Ziqi added envi c...
572
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  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  				exit(1);
  			}
  		}
  
  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			if(header.data_type ==envi_header::float32)
798cea97   David Mayerich   added progress ba...
580
  				return ((bil<float>*)file)->baseline(outfile, w, mask, PROGRESS);
6708cc25   heziqi   Ziqi added envi c...
581
  			else if(header.data_type == envi_header::float64)
798cea97   David Mayerich   added progress ba...
582
  				return ((bil<double>*)file)->baseline(outfile, w, mask, PROGRESS);
6708cc25   heziqi   Ziqi added envi c...
583
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  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  				exit(1);
  			}
  		}
  
f92397d2   David Mayerich   fixed a Win32 bug...
589
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file
6708cc25   heziqi   Ziqi added envi c...
590
  			if(header.data_type ==envi_header::float32)
798cea97   David Mayerich   added progress ba...
591
  				return ((bip<float>*)file)->baseline(outfile, w, mask, PROGRESS);
6708cc25   heziqi   Ziqi added envi c...
592
  			else if(header.data_type == envi_header::float64)
798cea97   David Mayerich   added progress ba...
593
  				return ((bip<double>*)file)->baseline(outfile, w, mask, PROGRESS);
6708cc25   heziqi   Ziqi added envi c...
594
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  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  				exit(1);
  			}
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
  	}
  
dd5aab2f   David Mayerich   fixed errors in s...
606
607
608
  	/// Project an array of coefficients onto a basis matrix
  
  	void project(std::string outfile, double* center, double* basis, size_t M, std::vector<double> bands, unsigned char* mask, int cuda_device = 0, bool PROGRESS = false) {
63fc1df8   David Mayerich   added an inverse ...
609
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  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			std::cout<<"ERROR: BSQ projection not supported"<<std::endl;
  			exit(1);
  		}
  
  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			std::cout<<"ERROR: BIL projection not supported"<<std::endl;
  			exit(1);
  		}
  
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file
  			if(header.data_type ==envi_header::float32)
dd5aab2f   David Mayerich   fixed errors in s...
621
  				((bip<float>*)file)->project(outfile, center, basis, M, mask, cuda_device, PROGRESS);
63fc1df8   David Mayerich   added an inverse ...
622
  			else if(header.data_type == envi_header::float64)
dd5aab2f   David Mayerich   fixed errors in s...
623
  				((bip<double>*)file)->project(outfile, center, basis, M, mask, cuda_device, PROGRESS);
63fc1df8   David Mayerich   added an inverse ...
624
625
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627
628
629
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631
  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  				exit(1);
  			}
  		}
  
  		stim::envi_header out_hdr = header;							
  		out_hdr.bands = M;											//set the number of bands in the output header
dd5aab2f   David Mayerich   fixed errors in s...
632
  		out_hdr.wavelength = bands;
9d3ba0b1   David Mayerich   added stim::hsi a...
633
  		out_hdr.band_names.clear();
63fc1df8   David Mayerich   added an inverse ...
634
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  		out_hdr.save(outfile + ".hdr");								//save the output header
  	}
  
  	void inverse(std::string outfile, double* center, double* basis, unsigned long long B, unsigned long long C = 0, bool PROGRESS = false){
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			std::cout<<"ERROR: BSQ projection not supported"<<std::endl;
  			exit(1);
  		}
  
  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			std::cout<<"ERROR: BIL projection not supported"<<std::endl;
  			exit(1);
  		}
  
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file
  			if(header.data_type ==envi_header::float32)
  				((bip<float>*)file)->inverse(outfile, center, basis, B, C, PROGRESS);
  			else if(header.data_type == envi_header::float64)
  				((bip<double>*)file)->inverse(outfile, center, basis, B, C, PROGRESS);
  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  				exit(1);
  			}
  		}
  
  		stim::envi_header out_hdr = header;							
  		out_hdr.bands = B;											//set the number of bands in the output header
  		out_hdr.save(outfile + ".hdr");								//save the output header
  	}
  
cb455f98   David Mayerich   removed old ENVI ...
664
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666
667
  	/// Converts ENVI files between interleave types (BSQ, BIL, and BIP)
  
  	/// @param outfile is the file name for the converted output
  	/// @param interleave is the interleave format for the destination file
c6251f8b   David Mayerich   allows user to de...
668
  	bool convert(std::string outfile, stim::envi_header::interleaveType interleave, bool PROGRESS = false, bool VERBOSE = false, bool OPTIMIZATION = true){
a2bf1d08   David Mayerich   general bug fixes...
669
  		
6708cc25   heziqi   Ziqi added envi c...
670
671
  		if(header.interleave == envi_header::BSQ){			//if the infile is bsq file
  
a2bf1d08   David Mayerich   general bug fixes...
672
  			if(header.data_type ==envi_header::float32){		//ERROR
6708cc25   heziqi   Ziqi added envi c...
673
674
675
676
  				if(interleave == envi_header::BSQ){
  					std::cout<<"ERROR:  is already BSQ file"<<std::endl;
  					exit(1);
  				}
a2bf1d08   David Mayerich   general bug fixes...
677
  				else if(interleave == envi_header::BIL)			//convert BSQ -> BIL
c6251f8b   David Mayerich   allows user to de...
678
  					((bsq<float>*)file)->bil(outfile, PROGRESS, VERBOSE, OPTIMIZATION);
a2bf1d08   David Mayerich   general bug fixes...
679
  				else if(interleave == envi_header::BIP){			//ERROR
cf5b4c92   David Mayerich   simplified asynch...
680
  					//std::cout<<"ERROR: conversion from BSQ to BIP isn't practical; use BSQ->BIL->BIP instead"<<std::endl;
474c351a   David Mayerich   output timing dat...
681
  					((bsq<float>*)file)->bip(outfile, PROGRESS, VERBOSE, OPTIMIZATION);
cf5b4c92   David Mayerich   simplified asynch...
682
  					//exit(1);
63fc1df8   David Mayerich   added an inverse ...
683
  				}
6708cc25   heziqi   Ziqi added envi c...
684
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686
  			}
  
  			else if(header.data_type == envi_header::float64){		//if the data type is float
a2bf1d08   David Mayerich   general bug fixes...
687
  				if(interleave == envi_header::BSQ){							//ERROR
6708cc25   heziqi   Ziqi added envi c...
688
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690
  					std::cout<<"ERROR:  is already BSQ file"<<std::endl;
  					exit(1);
  				}
a2bf1d08   David Mayerich   general bug fixes...
691
  				else if(interleave == envi_header::BIL)					//convert BSQ -> BIL
c6251f8b   David Mayerich   allows user to de...
692
  					((bsq<double>*)file)->bil(outfile, PROGRESS, OPTIMIZATION);
a2bf1d08   David Mayerich   general bug fixes...
693
  				else if(interleave == envi_header::BIP){					//ERROR
cf5b4c92   David Mayerich   simplified asynch...
694
  					//std::cout<<"ERROR: conversion from BSQ to BIP isn't practical; use BSQ->BIL->BIP instead"<<std::endl;
f7cf19e4   David Mayerich   fixed warnings, t...
695
  					((bsq<double>*)file)->bip(outfile, PROGRESS, OPTIMIZATION);
cf5b4c92   David Mayerich   simplified asynch...
696
  					//exit(1);
63fc1df8   David Mayerich   added an inverse ...
697
  				}
6708cc25   heziqi   Ziqi added envi c...
698
  			}
f92397d2   David Mayerich   fixed a Win32 bug...
699
  
6708cc25   heziqi   Ziqi added envi c...
700
701
  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
f92397d2   David Mayerich   fixed a Win32 bug...
702
  				exit(1);
6708cc25   heziqi   Ziqi added envi c...
703
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707
  			}
  		}
  
  		else if(header.interleave == envi_header::BIL){
  
a2bf1d08   David Mayerich   general bug fixes...
708
  			if(header.data_type ==envi_header::float32){						//ERROR
6708cc25   heziqi   Ziqi added envi c...
709
710
711
712
  				if(interleave == envi_header::BIL){
  					std::cout<<"ERROR:  is already BIL file"<<std::endl;
  					exit(1);
  				}
a2bf1d08   David Mayerich   general bug fixes...
713
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715
716
  				else if(interleave == envi_header::BSQ)							//BIL -> BSQ
  					((bil<float>*)file)->bsq(outfile, PROGRESS);
  				else if(interleave == envi_header::BIP)							//BIL -> BIP
  					((bil<float>*)file)->bip(outfile, PROGRESS);
6708cc25   heziqi   Ziqi added envi c...
717
718
  			}
  
a2bf1d08   David Mayerich   general bug fixes...
719
720
  			else if(header.data_type == envi_header::float64){
  				if(interleave == envi_header::BIL){								//ERROR
6708cc25   heziqi   Ziqi added envi c...
721
722
723
  					std::cout<<"ERROR:  is already BIL file"<<std::endl;
  					exit(1);
  				}
a2bf1d08   David Mayerich   general bug fixes...
724
725
726
727
  				else if(interleave == envi_header::BSQ)							//BIL -> BSQ
  					((bil<double>*)file)->bsq(outfile, PROGRESS);
  				else if(interleave == envi_header::BIP)							//BIL -> BIP
  					((bil<double>*)file)->bip(outfile, PROGRESS);
6708cc25   heziqi   Ziqi added envi c...
728
  			}
f92397d2   David Mayerich   fixed a Win32 bug...
729
  
6708cc25   heziqi   Ziqi added envi c...
730
731
  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
f92397d2   David Mayerich   fixed a Win32 bug...
732
  				exit(1);
6708cc25   heziqi   Ziqi added envi c...
733
734
735
736
  			}
  		}
  
  		else if(header.interleave == envi_header::BIP){
f92397d2   David Mayerich   fixed a Win32 bug...
737
  
a2bf1d08   David Mayerich   general bug fixes...
738
739
  			if(header.data_type ==envi_header::float32){
  				if(interleave == envi_header::BIP){								//ERROR
6708cc25   heziqi   Ziqi added envi c...
740
741
742
  					std::cout<<"ERROR:  is already BIP file"<<std::endl;
  					exit(1);
  				}
a2bf1d08   David Mayerich   general bug fixes...
743
744
745
  				else if(interleave == envi_header::BIL)							//BIP -> BIL
  					((bip<float>*)file)->bil(outfile, PROGRESS);
  				else if(interleave == envi_header::BSQ){						//ERROR
63fc1df8   David Mayerich   added an inverse ...
746
747
748
749
  					std::cout<<"ERROR: conversion from BIP to BSQ isn't practical; use BIP->BIL->BSQ instead"<<std::endl;
  					//return ((bsq<float>*)file)->bip(outfile, PROGRESS);
  					exit(1);
  				}
6708cc25   heziqi   Ziqi added envi c...
750
751
  			}
  
a2bf1d08   David Mayerich   general bug fixes...
752
753
  			else if(header.data_type == envi_header::float64){
  				if(interleave == envi_header::BIP){								//ERROR
6708cc25   heziqi   Ziqi added envi c...
754
755
756
  					std::cout<<"ERROR:  is already BIP file"<<std::endl;
  					exit(1);
  				}
a2bf1d08   David Mayerich   general bug fixes...
757
758
759
  				else if(interleave == envi_header::BIL)							//BIP -> BIL
  					((bip<double>*)file)->bil(outfile, PROGRESS);
  				else if(interleave == envi_header::BSQ){						//ERROR
63fc1df8   David Mayerich   added an inverse ...
760
761
762
763
  					std::cout<<"ERROR: conversion from BIP to BSQ isn't practical; use BIP->BIL->BSQ instead"<<std::endl;
  					//return ((bsq<float>*)file)->bip(outfile, PROGRESS);
  					exit(1);
  				}
6708cc25   heziqi   Ziqi added envi c...
764
  			}
f92397d2   David Mayerich   fixed a Win32 bug...
765
  
6708cc25   heziqi   Ziqi added envi c...
766
767
  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
f92397d2   David Mayerich   fixed a Win32 bug...
768
  				exit(1);
6708cc25   heziqi   Ziqi added envi c...
769
770
  			}
  		}
f92397d2   David Mayerich   fixed a Win32 bug...
771
  
6708cc25   heziqi   Ziqi added envi c...
772
773
774
775
  		else{
  			std::cout<<"ERROR: unidentified interleave type"<<std::endl;
  			exit(1);
  		}
a2bf1d08   David Mayerich   general bug fixes...
776
777
778
779
780
  		stim::envi_header h = header;
  		h.interleave = interleave;
  		h.save(outfile + ".hdr");
  
  		return true;
f92397d2   David Mayerich   fixed a Win32 bug...
781
  
6708cc25   heziqi   Ziqi added envi c...
782
783
  	}
  
cb455f98   David Mayerich   removed old ENVI ...
784
785
786
787
788
  	/// Builds a mask from a band image and threshold value
  
  	/// @param mask_band is the label for the band that will be used to build the mask
  	/// @param threshold is a value selected such that all band values greater than threshold will have a mask value of 'true'
  	/// @param p is memory of size X*Y that will store the resulting mask
e37ce7bf   David Mayerich   added the ability...
789
  	bool build_mask(unsigned char* out_mask, double mask_band, double lower, double upper, unsigned char* mask = NULL, bool PROGRESS = false)	{
4a6f666c   heziqi   Added mask method
790
791
792
  
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
e37ce7bf   David Mayerich   added the ability...
793
  				return ((bsq<float>*)file)->build_mask(out_mask, mask_band, lower, upper, mask, PROGRESS);
4a6f666c   heziqi   Added mask method
794
  			else if(header.data_type == envi_header::float64)
e37ce7bf   David Mayerich   added the ability...
795
  				return ((bsq<double>*)file)->build_mask(out_mask, mask_band, lower, upper, mask, PROGRESS);
4a6f666c   heziqi   Added mask method
796
797
798
799
800
801
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			if(header.data_type ==envi_header::float32)
e37ce7bf   David Mayerich   added the ability...
802
  				return ((bil<float>*)file)->build_mask(out_mask, mask_band, lower, upper, mask, PROGRESS);
4a6f666c   heziqi   Added mask method
803
  			else if(header.data_type == envi_header::float64)
e37ce7bf   David Mayerich   added the ability...
804
  				return ((bil<double>*)file)->build_mask(out_mask, mask_band, lower, upper, mask, PROGRESS);
4a6f666c   heziqi   Added mask method
805
806
807
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
cacc3cdc   heziqi   attempt to fix CImg
808
  
4a6f666c   heziqi   Added mask method
809
810
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file
  			if(header.data_type ==envi_header::float32)
e37ce7bf   David Mayerich   added the ability...
811
  				return ((bip<float>*)file)->build_mask(out_mask, mask_band, lower, upper, mask, PROGRESS);
4a6f666c   heziqi   Added mask method
812
  			else if(header.data_type == envi_header::float64)
e37ce7bf   David Mayerich   added the ability...
813
  				return ((bip<double>*)file)->build_mask(out_mask, mask_band, lower, upper, mask, PROGRESS);
4a6f666c   heziqi   Added mask method
814
815
816
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
bba4f4d9   David Mayerich   minor warning fixes
817
818
  
  		return false;
740f8cd2   heziqi   added apply_mask
819
820
  	}
  
ba51ae6a   David Mayerich   fixed metric calc...
821
  	/// Creates a mask with a true value for all pixels that contain finite values
e37ce7bf   David Mayerich   added the ability...
822
  	void mask_finite(unsigned char* out_mask, unsigned char* mask = NULL, bool PROGRESS = false){
ba51ae6a   David Mayerich   fixed metric calc...
823
824
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
e37ce7bf   David Mayerich   added the ability...
825
  				((bsq<float>*)file)->mask_finite(out_mask, mask, PROGRESS);
ba51ae6a   David Mayerich   fixed metric calc...
826
  			else if(header.data_type == envi_header::float64)
e37ce7bf   David Mayerich   added the ability...
827
  				((bsq<double>*)file)->mask_finite(out_mask, mask, PROGRESS);
ba51ae6a   David Mayerich   fixed metric calc...
828
829
830
831
832
833
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			if(header.data_type ==envi_header::float32)
e37ce7bf   David Mayerich   added the ability...
834
  				((bil<float>*)file)->mask_finite(out_mask, mask, PROGRESS);
ba51ae6a   David Mayerich   fixed metric calc...
835
  			else if(header.data_type == envi_header::float64)
e37ce7bf   David Mayerich   added the ability...
836
  				((bil<double>*)file)->mask_finite(out_mask, mask, PROGRESS);
ba51ae6a   David Mayerich   fixed metric calc...
837
838
839
840
841
842
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file
  			if(header.data_type ==envi_header::float32)
e37ce7bf   David Mayerich   added the ability...
843
  				((bip<float>*)file)->mask_finite(out_mask, mask, PROGRESS);
ba51ae6a   David Mayerich   fixed metric calc...
844
  			else if(header.data_type == envi_header::float64)
e37ce7bf   David Mayerich   added the ability...
845
  				((bip<double>*)file)->mask_finite(out_mask, mask, PROGRESS);
ba51ae6a   David Mayerich   fixed metric calc...
846
847
848
849
850
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  	}
  
cb455f98   David Mayerich   removed old ENVI ...
851
852
853
854
  	/// Applies a mask to the ENVI file.
  
  	/// @param outfile is the name of the resulting masked output file
  	/// @param p is memory of size X*Y containing the mask (0 = false, all other values are true)
6a46c8ff   David Mayerich   fixed bugs in app...
855
  	void apply_mask(std::string outfile, unsigned char* p, bool PROGRESS = false)
740f8cd2   heziqi   added apply_mask
856
  	{
e843658b   Brad Deutsch   Previous push did...
857
858
  		if (header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if (header.data_type == envi_header::float32)
6a46c8ff   David Mayerich   fixed bugs in app...
859
  				((bsq<float>*)file)->apply_mask(outfile, p, PROGRESS);
e843658b   Brad Deutsch   Previous push did...
860
  			else if (header.data_type == envi_header::float64)
6a46c8ff   David Mayerich   fixed bugs in app...
861
  				((bsq<double>*)file)->apply_mask(outfile, p, PROGRESS);
740f8cd2   heziqi   added apply_mask
862
  			else
e843658b   Brad Deutsch   Previous push did...
863
  				std::cout << "ERROR: unidentified data type" << std::endl;
740f8cd2   heziqi   added apply_mask
864
865
  		}
  
e843658b   Brad Deutsch   Previous push did...
866
867
  		else if (header.interleave == envi_header::BIL){		//if the infile is bil file
  			if (header.data_type == envi_header::float32)
6a46c8ff   David Mayerich   fixed bugs in app...
868
  				((bil<float>*)file)->apply_mask(outfile, p, PROGRESS);
e843658b   Brad Deutsch   Previous push did...
869
  			else if (header.data_type == envi_header::float64)
6a46c8ff   David Mayerich   fixed bugs in app...
870
  				((bil<double>*)file)->apply_mask(outfile, p, PROGRESS);
740f8cd2   heziqi   added apply_mask
871
  			else
e843658b   Brad Deutsch   Previous push did...
872
  				std::cout << "ERROR: unidentified data type" << std::endl;
740f8cd2   heziqi   added apply_mask
873
874
  		}
  
e843658b   Brad Deutsch   Previous push did...
875
876
  		else if (header.interleave == envi_header::BIP){		//if the infile is bip file
  			if (header.data_type == envi_header::float32)
6a46c8ff   David Mayerich   fixed bugs in app...
877
  				((bip<float>*)file)->apply_mask(outfile, p, PROGRESS);
e843658b   Brad Deutsch   Previous push did...
878
  			else if (header.data_type == envi_header::float64)
6a46c8ff   David Mayerich   fixed bugs in app...
879
  				((bip<double>*)file)->apply_mask(outfile, p, PROGRESS);
740f8cd2   heziqi   added apply_mask
880
  			else
e843658b   Brad Deutsch   Previous push did...
881
  				std::cout << "ERROR: unidentified data type" << std::endl;
740f8cd2   heziqi   added apply_mask
882
  		}
4a6f666c   heziqi   Added mask method
883
884
  
  		else{
e843658b   Brad Deutsch   Previous push did...
885
886
887
  			std::cout << "ERROR: unidentified file type" << std::endl;
  			exit(1);
  		}
6a46c8ff   David Mayerich   fixed bugs in app...
888
  		header.save(outfile + ".hdr");
e843658b   Brad Deutsch   Previous push did...
889
890
  	}
  
3d0b6243   David Mayerich   fixed hsiproc bug...
891
892
893
  	/// Copies all spectra corresponding to nonzero values of a mask into a pre-allocated matrix of size (P x B)
  	///		where P is the number of masked pixels and B is the number of bands. The allocated memory can be accessed
  	///		using the following indexing: i = b*P + p
43dec788   David Mayerich   added code for si...
894
895
  	/// @param matrix is the destination for the pixel data
  	/// @param p is the mask
814eb271   David Mayerich   fixed problems wi...
896
  	bool sift(void* matrix, unsigned char* p = NULL, bool PROGRESS = false){
43dec788   David Mayerich   added code for si...
897
898
899
  
  		if (header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if (header.data_type == envi_header::float32)
814eb271   David Mayerich   fixed problems wi...
900
  				return ((bsq<float>*)file)->sift((float*)matrix, p, PROGRESS);
43dec788   David Mayerich   added code for si...
901
  			else if (header.data_type == envi_header::float64)
814eb271   David Mayerich   fixed problems wi...
902
  				return ((bsq<double>*)file)->sift((double*)matrix, p, PROGRESS);
ba51ae6a   David Mayerich   fixed metric calc...
903
  			else{
43dec788   David Mayerich   added code for si...
904
  				std::cout << "ERROR: unidentified data type" << std::endl;
ba51ae6a   David Mayerich   fixed metric calc...
905
906
  				exit(1);
  			}
43dec788   David Mayerich   added code for si...
907
  		}
3d0b6243   David Mayerich   fixed hsiproc bug...
908
909
  
  		if (header.interleave == envi_header::BIP){
ba51ae6a   David Mayerich   fixed metric calc...
910
  			if (header.data_type == envi_header::float32)
814eb271   David Mayerich   fixed problems wi...
911
  				return ((bip<float>*)file)->sift((float*)matrix, p, PROGRESS);
ba51ae6a   David Mayerich   fixed metric calc...
912
  			else if (header.data_type == envi_header::float64)
814eb271   David Mayerich   fixed problems wi...
913
  				return ((bip<double>*)file)->sift((double*)matrix, p, PROGRESS);
ba51ae6a   David Mayerich   fixed metric calc...
914
915
916
917
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
3d0b6243   David Mayerich   fixed hsiproc bug...
918
919
  		}
  		if (header.interleave == envi_header::BIL){
ba51ae6a   David Mayerich   fixed metric calc...
920
  			if (header.data_type == envi_header::float32)
814eb271   David Mayerich   fixed problems wi...
921
  				return ((bil<float>*)file)->sift((float*)matrix, p, PROGRESS);
ba51ae6a   David Mayerich   fixed metric calc...
922
  			else if (header.data_type == envi_header::float64)
814eb271   David Mayerich   fixed problems wi...
923
  				return ((bil<double>*)file)->sift((double*)matrix, p, PROGRESS);
ba51ae6a   David Mayerich   fixed metric calc...
924
925
926
927
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
3d0b6243   David Mayerich   fixed hsiproc bug...
928
  		}
43dec788   David Mayerich   added code for si...
929
930
931
932
  		return false;
  
  	}
  
3d0b6243   David Mayerich   fixed hsiproc bug...
933
  	/// Saves in an array only those spectra corresponding to nonzero values of the mask.
43dec788   David Mayerich   added code for si...
934
935
  	/// @param outfile is the name of the sifted output file
  	/// @param p is the mask
c1078e19   David Mayerich   HSIproc bug fixes...
936
  	bool sift(std::string outfile, unsigned char* p, bool PROGRESS = false)
e843658b   Brad Deutsch   Previous push did...
937
938
  	{
  
2fcab4f0   David Mayerich   added unsifting f...
939
  		//calculate the number of non-zero values in the mask
9d3ba0b1   David Mayerich   added stim::hsi a...
940
941
942
  		unsigned long long nnz = 0;
  		unsigned long long npixels = header.lines * header.samples;
  		for(unsigned long long i = 0; i < npixels; i++)
2fcab4f0   David Mayerich   added unsifting f...
943
944
945
946
947
  			if( p[i] > 0 ) nnz++;
  
  		//create a new header
  		envi_header new_header = header;
  
f7e99517   David Mayerich   added sifting for...
948
949
  		//if a BIL file is sifted, it's saved as a BIP
  		if(header.interleave == envi_header::BIL)
f92397d2   David Mayerich   fixed a Win32 bug...
950
  			new_header.interleave = envi_header::BIP;
f7e99517   David Mayerich   added sifting for...
951
  
2fcab4f0   David Mayerich   added unsifting f...
952
953
954
955
956
  		//set the number of lines to 1 (this is a matrix with 1 line and N samples)
  		new_header.lines = 1;
  		new_header.samples = nnz;
  		new_header.save(outfile + ".hdr");
  
e843658b   Brad Deutsch   Previous push did...
957
958
  		if (header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if (header.data_type == envi_header::float32)
c1078e19   David Mayerich   HSIproc bug fixes...
959
  				return ((bsq<float>*)file)->sift(outfile, p, PROGRESS);
e843658b   Brad Deutsch   Previous push did...
960
  			else if (header.data_type == envi_header::float64)
c1078e19   David Mayerich   HSIproc bug fixes...
961
  				return ((bsq<double>*)file)->sift(outfile, p, PROGRESS);
e843658b   Brad Deutsch   Previous push did...
962
963
964
965
966
967
  			else
  				std::cout << "ERROR: unidentified data type" << std::endl;
  		}
  
  		else if (header.interleave == envi_header::BIL){		//if the infile is bil file
  			if (header.data_type == envi_header::float32)
c1078e19   David Mayerich   HSIproc bug fixes...
968
  				return ((bil<float>*)file)->sift(outfile, p, PROGRESS);
e843658b   Brad Deutsch   Previous push did...
969
  			else if (header.data_type == envi_header::float64)
c1078e19   David Mayerich   HSIproc bug fixes...
970
  				return ((bil<double>*)file)->sift(outfile, p, PROGRESS);
e843658b   Brad Deutsch   Previous push did...
971
972
973
974
975
976
  			else
  				std::cout << "ERROR: unidentified data type" << std::endl;
  		}
  
  		else if (header.interleave == envi_header::BIP){		//if the infile is bip file
  			if (header.data_type == envi_header::float32)
c1078e19   David Mayerich   HSIproc bug fixes...
977
  				return ((bip<float>*)file)->sift(outfile, p, PROGRESS);
e843658b   Brad Deutsch   Previous push did...
978
  			else if (header.data_type == envi_header::float64)
c1078e19   David Mayerich   HSIproc bug fixes...
979
  				return ((bip<double>*)file)->sift(outfile, p, PROGRESS);
e843658b   Brad Deutsch   Previous push did...
980
981
982
983
984
985
  			else
  				std::cout << "ERROR: unidentified data type" << std::endl;
  		}
  
  		else{
  			std::cout << "ERROR: unidentified file type" << std::endl;
4a6f666c   heziqi   Added mask method
986
987
  			exit(1);
  		}
4a6f666c   heziqi   Added mask method
988
  		return false;
cacc3cdc   heziqi   attempt to fix CImg
989
990
  	}
  
a2bf1d08   David Mayerich   general bug fixes...
991
  	bool unsift(std::string outfile, unsigned char* mask, unsigned long long samples, unsigned long long lines, bool PROGRESS = false){
2fcab4f0   David Mayerich   added unsifting f...
992
993
994
995
996
997
998
999
1000
1001
1002
1003
  
  		//create a new header
  		envi_header new_header = header;
  
  		//set the number of lines and samples in the output file (that's all that changes)
  		new_header.lines = lines;
  		new_header.samples = samples;
  		new_header.save(outfile + ".hdr");
  
  
  		if (header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if (header.data_type == envi_header::float32)
a2bf1d08   David Mayerich   general bug fixes...
1004
  				return ((bsq<float>*)file)->unsift(outfile, mask, samples, lines, PROGRESS);
2fcab4f0   David Mayerich   added unsifting f...
1005
  			else if (header.data_type == envi_header::float64)
a2bf1d08   David Mayerich   general bug fixes...
1006
  				return ((bsq<double>*)file)->unsift(outfile, mask, samples, lines, PROGRESS);
2fcab4f0   David Mayerich   added unsifting f...
1007
1008
1009
1010
1011
  			else
  				std::cout << "ERROR: unidentified data type" << std::endl;
  		}
  
  		else if (header.interleave == envi_header::BIL){		//if the infile is bil file
f92397d2   David Mayerich   fixed a Win32 bug...
1012
  
2fcab4f0   David Mayerich   added unsifting f...
1013
1014
1015
1016
  				std::cout << "ERROR in stim::envi::unsift - BIL files aren't supported yet" << std::endl;
  		}
  
  		else if (header.interleave == envi_header::BIP){		//if the infile is bip file
f92397d2   David Mayerich   fixed a Win32 bug...
1017
  
8550e94f   David Mayerich   added sifting and...
1018
  			if (header.data_type == envi_header::float32)
a2bf1d08   David Mayerich   general bug fixes...
1019
  				return ((bip<float>*)file)->unsift(outfile, mask, samples, lines, PROGRESS);
8550e94f   David Mayerich   added sifting and...
1020
  			else if (header.data_type == envi_header::float64)
a2bf1d08   David Mayerich   general bug fixes...
1021
  				return ((bip<double>*)file)->unsift(outfile, mask, samples, lines, PROGRESS);
8550e94f   David Mayerich   added sifting and...
1022
1023
  			else
  				std::cout << "ERROR: unidentified data type" << std::endl;
2fcab4f0   David Mayerich   added unsifting f...
1024
1025
1026
1027
  		}
  
  		else{
  			std::cout << "ERROR: unidentified file type" << std::endl;
2fcab4f0   David Mayerich   added unsifting f...
1028
  		}
cbce396e   David Mayerich   added support for...
1029
  		return 0;
2fcab4f0   David Mayerich   added unsifting f...
1030
1031
  	}
  
cb455f98   David Mayerich   removed old ENVI ...
1032
1033
1034
1035
1036
1037
1038
1039
1040
  	/// Compute the ratio of two baseline-corrected peaks. The result is stored in a pre-allocated array.
  
  	/// @param lb1 is the label value for the left baseline point for the first peak (numerator)
  	/// @param rb1 is the label value for the right baseline point for the first peak (numerator)
  	/// @param pos1 is the label value for the first peak (numerator) position
  	/// @param lb2 is the label value for the left baseline point for the second peak (denominator)
  	/// @param rb2 is the label value for the right baseline point for the second peak (denominator)
  	/// @param pos2 is the label value for the second peak (denominator) position
  	/// @param result is a pointer to a pre-allocated array at least X * Y * sizeof(T) in size
ba51ae6a   David Mayerich   fixed metric calc...
1041
  	bool ph_to_ph(void * result, double lb1, double rb1, double pos1, double lb2, double rb2, double pos2, unsigned char* mask){
20c212c0   heziqi   Ziqi added functi...
1042
1043
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
ba51ae6a   David Mayerich   fixed metric calc...
1044
  				return ((bsq<float>*)file)->ph_to_ph((float*)result, lb1, rb1, pos1, lb2, rb2, pos2, mask);
20c212c0   heziqi   Ziqi added functi...
1045
  			else if(header.data_type == envi_header::float64)
ba51ae6a   David Mayerich   fixed metric calc...
1046
  				return ((bsq<double>*)file)->ph_to_ph((double*)result, lb1, rb1, pos1, lb2, rb2, pos2, mask);
20c212c0   heziqi   Ziqi added functi...
1047
1048
1049
1050
1051
1052
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			if(header.data_type ==envi_header::float32)
ba51ae6a   David Mayerich   fixed metric calc...
1053
  				return ((bil<float>*)file)->ph_to_ph((float*)result, lb1, rb1, pos1, lb2, rb2, pos2, mask);
20c212c0   heziqi   Ziqi added functi...
1054
  			else if(header.data_type == envi_header::float64)
ba51ae6a   David Mayerich   fixed metric calc...
1055
  				return ((bil<double>*)file)->ph_to_ph((double*)result, lb1, rb1, pos1, lb2, rb2, pos2, mask);
20c212c0   heziqi   Ziqi added functi...
1056
1057
1058
1059
1060
1061
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file
  			if(header.data_type ==envi_header::float32)
ba51ae6a   David Mayerich   fixed metric calc...
1062
  				return ((bip<float>*)file)->ph_to_ph((float*)result, lb1, rb1, pos1, lb2, rb2, pos2, mask);
20c212c0   heziqi   Ziqi added functi...
1063
  			else if(header.data_type == envi_header::float64)
ba51ae6a   David Mayerich   fixed metric calc...
1064
  				return ((bip<double>*)file)->ph_to_ph((double*)result, lb1, rb1, pos1, lb2, rb2, pos2, mask);
70407ea9   heziqi   Ziqi completed he...
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
  		return false;
  	}
  
cb455f98   David Mayerich   removed old ENVI ...
1076
1077
1078
1079
1080
1081
1082
1083
1084
  	/// Compute the ratio between a peak area and peak height.
  
  	/// @param lb1 is the label value for the left baseline point for the first peak (numerator)
  	/// @param rb1 is the label value for the right baseline point for the first peak (numerator)
  	/// @param pos1 is the label value for the first peak (numerator) position
  	/// @param lb2 is the label value for the left baseline point for the second peak (denominator)
  	/// @param rb2 is the label value for the right baseline point for the second peak (denominator)
  	/// @param pos2 is the label value for the second peak (denominator) position
  	/// @param result is a pointer to a pre-allocated array at least X * Y * sizeof(T) in size
ba51ae6a   David Mayerich   fixed metric calc...
1085
  	bool pa_to_ph(void* result, double lb1, double rb1, double lab1, double rab1, double lb2, double rb2, double pos, unsigned char* mask = NULL){
70407ea9   heziqi   Ziqi completed he...
1086
1087
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
ba51ae6a   David Mayerich   fixed metric calc...
1088
  				return ((bsq<float>*)file)->pa_to_ph((float*)result, lb1, rb1, lab1, rab1, lb2, rb2, pos, mask);
70407ea9   heziqi   Ziqi completed he...
1089
  			else if(header.data_type == envi_header::float64)
ba51ae6a   David Mayerich   fixed metric calc...
1090
  				return ((bsq<double>*)file)->pa_to_ph((double*)result, lb1, rb1, lab1, rab1, lb2, rb2, pos, mask);
70407ea9   heziqi   Ziqi completed he...
1091
1092
1093
1094
1095
1096
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			if(header.data_type ==envi_header::float32)
ba51ae6a   David Mayerich   fixed metric calc...
1097
  				return ((bil<float>*)file)->pa_to_ph((float*)result, lb1, rb1, lab1, rab1, lb2, rb2, pos, mask);
70407ea9   heziqi   Ziqi completed he...
1098
  			else if(header.data_type == envi_header::float64)
ba51ae6a   David Mayerich   fixed metric calc...
1099
  				return ((bil<double>*)file)->pa_to_ph((double*)result, lb1, rb1, lab1, rab1, lb2, rb2, pos, mask);
70407ea9   heziqi   Ziqi completed he...
1100
1101
1102
1103
1104
1105
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file
  			if(header.data_type ==envi_header::float32)
ba51ae6a   David Mayerich   fixed metric calc...
1106
  				return ((bip<float>*)file)->pa_to_ph((float*)result, lb1, rb1, lab1, rab1, lb2, rb2, pos, mask);
70407ea9   heziqi   Ziqi completed he...
1107
  			else if(header.data_type == envi_header::float64)
ba51ae6a   David Mayerich   fixed metric calc...
1108
  				return ((bip<double>*)file)->pa_to_ph((double*)result, lb1, rb1, lab1, rab1, lb2, rb2, pos, mask);
70407ea9   heziqi   Ziqi completed he...
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
  		return false;
  	}
  
cb455f98   David Mayerich   removed old ENVI ...
1120
1121
1122
1123
1124
1125
1126
1127
1128
  	/// Compute the ratio between two peak areas.
  
  	/// @param lb1 is the label value for the left baseline point for the first peak (numerator)
  	/// @param rb1 is the label value for the right baseline point for the first peak (numerator)
  	/// @param lab1 is the label value for the left bound (start of the integration) of the first peak (numerator)
  	/// @param rab1 is the label value for the right bound (end of the integration) of the first peak (numerator)
  	/// @param lb2 is the label value for the left baseline point for the second peak (denominator)
  	/// @param rb2 is the label value for the right baseline point for the second peak (denominator)
  	/// @param lab2 is the label value for the left bound (start of the integration) of the second peak (denominator)
f92397d2   David Mayerich   fixed a Win32 bug...
1129
  	/// @param rab2 is the label value for the right bound (end of the integration) of the second peak (denominator)
cb455f98   David Mayerich   removed old ENVI ...
1130
  	/// @param result is a pointer to a pre-allocated array at least X * Y * sizeof(T) in size
ba51ae6a   David Mayerich   fixed metric calc...
1131
1132
  	bool pa_to_pa(void* result, double lb1, double rb1, double lab1, double rab1,
  					double lb2, double rb2, double lab2, double rab2, unsigned char* mask = NULL){
70407ea9   heziqi   Ziqi completed he...
1133
1134
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
ba51ae6a   David Mayerich   fixed metric calc...
1135
  				return ((bsq<float>*)file)->pa_to_pa((float*)result, lb1, rb1, lab1, rab1, lb2, rb2, lab2, rab2, mask);
70407ea9   heziqi   Ziqi completed he...
1136
  			else if(header.data_type == envi_header::float64)
ba51ae6a   David Mayerich   fixed metric calc...
1137
  				return ((bsq<double>*)file)->pa_to_pa((double*)result, lb1, rb1, lab1, rab1, lb2, rb2, lab2, rab2, mask);
70407ea9   heziqi   Ziqi completed he...
1138
1139
1140
1141
1142
1143
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			if(header.data_type ==envi_header::float32)
ba51ae6a   David Mayerich   fixed metric calc...
1144
  				return ((bil<float>*)file)->pa_to_pa((float*)result, lb1, rb1, lab1, rab1, lb2, rb2, lab2, rab2, mask);
70407ea9   heziqi   Ziqi completed he...
1145
  			else if(header.data_type == envi_header::float64)
ba51ae6a   David Mayerich   fixed metric calc...
1146
  				return ((bil<double>*)file)->pa_to_pa((double*)result, lb1, rb1, lab1, rab1, lb2, rb2, lab2, rab2, mask);
70407ea9   heziqi   Ziqi completed he...
1147
1148
1149
1150
1151
1152
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file
  			if(header.data_type ==envi_header::float32)
ba51ae6a   David Mayerich   fixed metric calc...
1153
  				return ((bip<float>*)file)->pa_to_pa((float*)result, lb1, rb1, lab1, rab1, lb2, rb2, lab2, rab2, mask);
70407ea9   heziqi   Ziqi completed he...
1154
  			else if(header.data_type == envi_header::float64)
ba51ae6a   David Mayerich   fixed metric calc...
1155
  				return ((bip<double>*)file)->pa_to_pa((double*)result, lb1, rb1, lab1, rab1, lb2, rb2, lab2, rab2, mask);
20c212c0   heziqi   Ziqi added functi...
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
  		return false;
  	}
  
cb455f98   David Mayerich   removed old ENVI ...
1167
1168
1169
1170
1171
1172
1173
  	/// Compute the centroid of a baseline corrected peak.
  
  	/// @param lb is the label value for the left baseline point
  	/// @param rb is the label value for the right baseline point
  	/// @param lab is the label for the start of the peak
  	/// @param rab is the label for the end of the peak
  	/// @param result is a pointer to a pre-allocated array at least X * Y * sizeof(T) in size
ba51ae6a   David Mayerich   fixed metric calc...
1174
  	bool centroid(void* result, double lb1, double rb1, double lab1, double rab1, unsigned char* mask = NULL){
517876d6   heziqi   metrics finished ...
1175
1176
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
ba51ae6a   David Mayerich   fixed metric calc...
1177
  				return ((bsq<float>*)file)->centroid((float*)result, lb1, rb1, lab1, rab1, mask);
517876d6   heziqi   metrics finished ...
1178
  			else if(header.data_type == envi_header::float64)
ba51ae6a   David Mayerich   fixed metric calc...
1179
  				return ((bsq<double>*)file)->centroid((double*)result, lb1, rb1, lab1, rab1, mask);
517876d6   heziqi   metrics finished ...
1180
1181
1182
1183
1184
1185
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			if(header.data_type ==envi_header::float32)
ba51ae6a   David Mayerich   fixed metric calc...
1186
  				return ((bil<float>*)file)->centroid((float*)result, lb1, rb1, lab1, rab1, mask);
517876d6   heziqi   metrics finished ...
1187
  			else if(header.data_type == envi_header::float64)
ba51ae6a   David Mayerich   fixed metric calc...
1188
  				return ((bil<double>*)file)->centroid((double*)result, lb1, rb1, lab1, rab1, mask);
517876d6   heziqi   metrics finished ...
1189
1190
1191
1192
1193
1194
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file
  			if(header.data_type ==envi_header::float32)
ba51ae6a   David Mayerich   fixed metric calc...
1195
  				return ((bip<float>*)file)->centroid((float*)result, lb1, rb1, lab1, rab1, mask);
517876d6   heziqi   metrics finished ...
1196
  			else if(header.data_type == envi_header::float64)
ba51ae6a   David Mayerich   fixed metric calc...
1197
  				return ((bip<double>*)file)->centroid((double*)result, lb1, rb1, lab1, rab1, mask);
517876d6   heziqi   metrics finished ...
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
  		return false;
  	}
  
cb455f98   David Mayerich   removed old ENVI ...
1209
  	/// Closes the ENVI file.
edb975b0   David Mayerich   created a stim::e...
1210
1211
  	void close(){
  		if(file == NULL) return;
6708cc25   heziqi   Ziqi added envi c...
1212
1213
  		if(header.interleave == envi_header::BSQ){
  			if(header.data_type ==envi_header::float32)
edb975b0   David Mayerich   created a stim::e...
1214
  				((bsq<float>*)file)->close();
6708cc25   heziqi   Ziqi added envi c...
1215
  			else if(header.data_type == envi_header::float64)
edb975b0   David Mayerich   created a stim::e...
1216
  				((bsq<double>*)file)->close();
6708cc25   heziqi   Ziqi added envi c...
1217
1218
1219
1220
1221
1222
1223
1224
  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  				exit(1);
  			}
  		}
  
  		else if(header.interleave == envi_header::BIL){
  			if(header.data_type ==envi_header::float32)
edb975b0   David Mayerich   created a stim::e...
1225
  				((bil<float>*)file)->close();
6708cc25   heziqi   Ziqi added envi c...
1226
  			else if(header.data_type == envi_header::float64)
edb975b0   David Mayerich   created a stim::e...
1227
  				((bil<double>*)file)->close();
6708cc25   heziqi   Ziqi added envi c...
1228
1229
1230
1231
1232
1233
1234
1235
  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  				exit(1);
  			}
  		}
  
  		else if(header.interleave == envi_header::BIP){
  			if(header.data_type ==envi_header::float32)
edb975b0   David Mayerich   created a stim::e...
1236
  				((bip<float>*)file)->close();
6708cc25   heziqi   Ziqi added envi c...
1237
  			else if(header.data_type == envi_header::float64)
edb975b0   David Mayerich   created a stim::e...
1238
  				((bip<double>*)file)->close();
6708cc25   heziqi   Ziqi added envi c...
1239
1240
1241
1242
1243
  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  				exit(1);
  			}
  		}
e8eb202f   David Mayerich   added a new ENVI ...
1244
  	}
cb455f98   David Mayerich   removed old ENVI ...
1245
1246
1247
1248
1249
  
  	/// Retrieve a single pixel and stores it in pre-allocated memory.
  
  	/// @param p is a pointer to pre-allocated memory at least sizeof(T) in size.
  	/// @param n is an integer index to the pixel using linear array indexing.
bfe9c6db   heziqi   added feature_mat...
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
  	bool pixel(void * p, unsigned n){
  		if(header.interleave == envi_header::BSQ){
  			if(header.data_type ==envi_header::float32)
  				return ((bsq<float>*)file)->pixel((float*)p, n);
  			else if(header.data_type == envi_header::float64)
  				return ((bsq<double>*)file)->pixel((double*)p, n);
  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  				exit(1);
  			}
  		}
  		else if(header.interleave == envi_header::BIL){
  			if(header.data_type ==envi_header::float32)
  				return ((bil<float>*)file)->pixel((float*)p, n);
  			else if(header.data_type == envi_header::float64)
  				return ((bil<double>*)file)->pixel((double*)p, n);
  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  				exit(1);
  			}
  		}
  		else if(header.interleave == envi_header::BIP){
  			if(header.data_type ==envi_header::float32)
  				return ((bip<float>*)file)->pixel((float*)p, n);
  			else if(header.data_type == envi_header::float64)
  				return ((bip<double>*)file)->pixel((double*)p, n);
  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  				exit(1);
  			}
  		}
  		return false;
  	}
e8eb202f   David Mayerich   added a new ENVI ...
1283
  
cb455f98   David Mayerich   removed old ENVI ...
1284
  	/// Saves a header file describing the current ENVI file parameters.
e8eb202f   David Mayerich   added a new ENVI ...
1285
1286
1287
1288
1289
1290
1291
1292
  	bool save_header(std::string filename){
  
  		//save the header file here
  		header.save(filename);
  
  		return true;
  	}
  
cb455f98   David Mayerich   removed old ENVI ...
1293
1294
1295
1296
  	/// Retrieve a single band (by numerical label) and stores it in pre-allocated memory.
  
  	/// @param p is a pointer to an allocated region of memory at least X * Y * sizeof(T) in size.
  	/// @param wavelength is a floating point value (usually a wavelength in spectral data) used as a label for the band to be copied.
63fc1df8   David Mayerich   added an inverse ...
1297
  	bool band(void* ptr, double wavelength, bool PROGRESS = false){
d1d8ef91   David Mayerich   added band readin...
1298
1299
1300
  
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
63fc1df8   David Mayerich   added an inverse ...
1301
  				return ((bsq<float>*)file)->band((float*)ptr, wavelength, PROGRESS);
081f2c9f   heziqi   made bip bil file...
1302
  			else if (header.data_type == envi_header::float64)
63fc1df8   David Mayerich   added an inverse ...
1303
  				return ((bsq<double>*)file)->band((double*)ptr, wavelength, PROGRESS);
081f2c9f   heziqi   made bip bil file...
1304
1305
1306
1307
1308
1309
1310
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIL){
  			if (header.data_type == envi_header::float32)
63fc1df8   David Mayerich   added an inverse ...
1311
  				return ((bil<float>*)file)->band((float*)ptr, wavelength, PROGRESS);
081f2c9f   heziqi   made bip bil file...
1312
  			else if (header.data_type == envi_header::float64)
63fc1df8   David Mayerich   added an inverse ...
1313
  				return ((bil<double>*)file)->band((double*)ptr, wavelength, PROGRESS);
081f2c9f   heziqi   made bip bil file...
1314
1315
1316
1317
1318
1319
1320
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIP){
  			if (header.data_type == envi_header::float32)
63fc1df8   David Mayerich   added an inverse ...
1321
  				return ((bip<float>*)file)->band((float*)ptr, wavelength, PROGRESS);
081f2c9f   heziqi   made bip bil file...
1322
  			else if (header.data_type == envi_header::float64)
63fc1df8   David Mayerich   added an inverse ...
1323
  				return ((bip<double>*)file)->band((double*)ptr, wavelength, PROGRESS);
081f2c9f   heziqi   made bip bil file...
1324
1325
1326
1327
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
d1d8ef91   David Mayerich   added band readin...
1328
  		}
ee4dea28   David Mayerich   fixed errors in c...
1329
  		return false;
1582ce07   David Mayerich   added band_index(...
1330
1331
  	}
  
735a2a24   David Mayerich   started testing o...
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
  	// Retrieve a spectrum at the specified 1D location
  
  	/// @param ptr is a pointer to pre-allocated memory of size B*sizeof(T)
  	/// @param x is the 1D coordinate of the spectrum
  	template<typename T>
  	void spectrum(T* ptr, size_t n, bool PROGRESS = false){
  
  		void* temp = alloc_array(header.bands);		//allocate space for the output array
  
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32){
  				((bsq<float>*)file)->spectrum((float*)temp, n, PROGRESS);
  				cast<T, float>(ptr, (float*)temp, header.bands);
  			}
  			else if (header.data_type == envi_header::float64){
  				((bsq<double>*)file)->spectrum((double*)temp, n, PROGRESS);
  				cast<T, double>(ptr, (double*)temp, header.bands);
  			}
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIL){
  			if (header.data_type == envi_header::float32){
  				((bil<float>*)file)->spectrum((float*)temp, n, PROGRESS);
  				cast<T, float>(ptr, (float*)temp, header.bands);
  			}
  			else if (header.data_type == envi_header::float64){
  				((bil<double>*)file)->spectrum((double*)temp, n, PROGRESS);
  				cast<T, double>(ptr, (double*)temp, header.bands);
  			}
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIP){
  			if (header.data_type == envi_header::float32){
  				((bip<float>*)file)->spectrum((float*)temp, n, PROGRESS);
d4aa4cf7   David Mayerich   fixed the in-memo...
1372
  				float test = ((float*)temp)[0];
735a2a24   David Mayerich   started testing o...
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
  				cast<T, float>(ptr, (float*)temp, header.bands);
  			}
  			else if (header.data_type == envi_header::float64){
  				((bip<double>*)file)->spectrum((double*)temp, n, PROGRESS);
  				cast<T, double>(ptr, (double*)temp, header.bands);
  			}
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  	}
  
  	/// Retrieve a spectrum from the specified (x, y) location
  
  	/// @param ptr is a pointer to pre-allocated memory of size B*sizeof(T)
  	/// @param x is the x-coordinate of the spectrum
  	/// @param y is the y-coordinate of the spectrum
  	template<typename T>
d0ef98e3   David Mayerich   fixed a Linux com...
1392
  	void spectrum(T* ptr, size_t x, size_t y, bool PROGRESS = false){
735a2a24   David Mayerich   started testing o...
1393
  
c4dd399a   David Mayerich   fixed a Linux com...
1394
  		spectrum<T>(ptr, y * header.samples + x, PROGRESS);
724ec347   David Mayerich   simplified the EN...
1395
1396
  	}
  
cb455f98   David Mayerich   removed old ENVI ...
1397
1398
1399
1400
  	/// Retrieve a single band (based on index) and stores it in pre-allocated memory.
  
  	/// @param p is a pointer to an allocated region of memory at least X * Y * sizeof(T) in size.
  	/// @param page <= B is the integer number of the band to be copied.
9d3ba0b1   David Mayerich   added stim::hsi a...
1401
  	bool band_index(void* ptr, unsigned long long b){
081f2c9f   heziqi   made bip bil file...
1402
1403
  		if (header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if (header.data_type == envi_header::float32)
1582ce07   David Mayerich   added band_index(...
1404
  				return ((bsq<float>*)file)->band_index((float*)ptr, b);
081f2c9f   heziqi   made bip bil file...
1405
1406
1407
1408
1409
1410
1411
1412
1413
1414
1415
1416
1417
1418
1419
1420
1421
1422
1423
1424
1425
1426
1427
1428
1429
1430
  			else if (header.data_type == envi_header::float64)
  				return ((bsq<double>*)file)->band_index((double*)ptr, b);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIL){
  			if (header.data_type == envi_header::float32)
  				return ((bil<float>*)file)->band_index((float*)ptr, b);
  			else if (header.data_type == envi_header::float64)
  				return ((bil<double>*)file)->band_index((double*)ptr, b);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIP){
  			if (header.data_type == envi_header::float32)
  				return ((bip<float>*)file)->band_index((float*)ptr, b);
  			else if (header.data_type == envi_header::float64)
  				return ((bip<double>*)file)->band_index((double*)ptr, b);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
1582ce07   David Mayerich   added band_index(...
1431
1432
  		}
  		return false;
d1d8ef91   David Mayerich   added band readin...
1433
  	}
f92397d2   David Mayerich   fixed a Win32 bug...
1434
  
cb455f98   David Mayerich   removed old ENVI ...
1435
1436
1437
1438
  	/// Calculate the mean value for all masked (or valid) pixels in a band and returns the average spectrum
  
  	/// @param p is a pointer to pre-allocated memory of size [B * sizeof(T)] that stores the mean spectrum
  	/// @param mask is a pointer to memory of size [X * Y] that stores the mask value at each pixel location
35a7195f   David Mayerich   added median spec...
1439
  	bool mean_spectrum(double * p, double* std, unsigned char* mask, bool PROGRESS = false){
a43c4fe1   heziqi   Added crop in env...
1440
1441
  		if (header.interleave == envi_header::BSQ){
  			if (header.data_type == envi_header::float32)
35a7195f   David Mayerich   added median spec...
1442
  				return ((bsq<float>*)file)->mean_spectrum(p, std, mask, PROGRESS);
a43c4fe1   heziqi   Added crop in env...
1443
  			else if (header.data_type == envi_header::float64)
35a7195f   David Mayerich   added median spec...
1444
  				return ((bsq<double>*)file)->mean_spectrum(p, std, mask, PROGRESS);
a43c4fe1   heziqi   Added crop in env...
1445
1446
1447
1448
1449
1450
1451
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIL){
  			if (header.data_type == envi_header::float32)
35a7195f   David Mayerich   added median spec...
1452
  				return ((bil<float>*)file)->mean_spectrum(p, std, mask, PROGRESS);
a43c4fe1   heziqi   Added crop in env...
1453
  			else if (header.data_type == envi_header::float64)
35a7195f   David Mayerich   added median spec...
1454
  				return ((bil<double>*)file)->mean_spectrum(p, std, mask, PROGRESS);
a43c4fe1   heziqi   Added crop in env...
1455
1456
1457
1458
1459
1460
1461
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIP){
  			if (header.data_type == envi_header::float32)
35a7195f   David Mayerich   added median spec...
1462
  				return ((bip<float>*)file)->mean_spectrum(p, std, mask, PROGRESS);
a43c4fe1   heziqi   Added crop in env...
1463
  			else if (header.data_type == envi_header::float64)
35a7195f   David Mayerich   added median spec...
1464
  				return ((bip<double>*)file)->mean_spectrum(p, std, mask, PROGRESS);
a43c4fe1   heziqi   Added crop in env...
1465
1466
1467
1468
1469
1470
1471
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		return false;
  	}
e8eb202f   David Mayerich   added a new ENVI ...
1472
  
35a7195f   David Mayerich   added median spec...
1473
1474
1475
1476
1477
1478
1479
1480
1481
1482
1483
1484
1485
1486
1487
1488
1489
1490
1491
1492
1493
1494
  	/// Calculate the mean value for all masked (or valid) pixels in a band and returns the average spectrum
  
  	/// @param p is a pointer to pre-allocated memory of size [B * sizeof(T)] that stores the mean spectrum
  	/// @param mask is a pointer to memory of size [X * Y] that stores the mask value at each pixel location
  	bool median_spectrum(double* m, unsigned char* mask, bool PROGRESS = false){
  		if (header.interleave == envi_header::BSQ){
  			if (header.data_type == envi_header::float32)
  				return ((bsq<float>*)file)->median_spectrum(m, mask, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				return ((bsq<double>*)file)->median_spectrum(m, mask, PROGRESS);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else{
  			std::cout<<"ERROR: median calculation is only supported for BSQ interleave types. Convert to process."<<std::endl;
  			exit(1);
  		}
  		return false;
  	}
  
cb455f98   David Mayerich   removed old ENVI ...
1495
1496
1497
1498
1499
  	/// Calculate the covariance matrix for all masked pixels in the image.
  
  	/// @param co is a pointer to pre-allocated memory of size [B * B] that stores the resulting covariance matrix
  	/// @param avg is a pointer to memory of size B that stores the average spectrum
  	/// @param mask is a pointer to memory of size [X * Y] that stores the mask value at each pixel location
dd5aab2f   David Mayerich   fixed errors in s...
1500
  	bool co_matrix(double* co, double* avg, unsigned char* mask, int cuda_device, bool PROGRESS = false){
a43c4fe1   heziqi   Added crop in env...
1501
  		if (header.interleave == envi_header::BSQ){
63fc1df8   David Mayerich   added an inverse ...
1502
1503
  			std::cout<<"ERROR: calculating the covariance matrix for a BSQ file is impractical; convert to BIL or BIP first"<<std::endl;
  			exit(1);
a43c4fe1   heziqi   Added crop in env...
1504
1505
1506
  		}
  		else if (header.interleave == envi_header::BIL){
  			if (header.data_type == envi_header::float32)
dd5aab2f   David Mayerich   fixed errors in s...
1507
  				return ((bil<float>*)file)->co_matrix(co, avg, mask, cuda_device, PROGRESS);
a43c4fe1   heziqi   Added crop in env...
1508
  			else if (header.data_type == envi_header::float64)
dd5aab2f   David Mayerich   fixed errors in s...
1509
  				return ((bil<double>*)file)->co_matrix(co, avg, mask, cuda_device, PROGRESS);
a43c4fe1   heziqi   Added crop in env...
1510
1511
1512
1513
1514
1515
1516
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIP){
  			if (header.data_type == envi_header::float32)
dd5aab2f   David Mayerich   fixed errors in s...
1517
  				return ((bip<float>*)file)->co_matrix(co, avg, mask, cuda_device, PROGRESS);
a43c4fe1   heziqi   Added crop in env...
1518
  			else if (header.data_type == envi_header::float64)
dd5aab2f   David Mayerich   fixed errors in s...
1519
  				return ((bip<double>*)file)->co_matrix(co, avg, mask, cuda_device, PROGRESS);
a43c4fe1   heziqi   Added crop in env...
1520
1521
1522
1523
1524
1525
1526
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		return false;
  	}
0df38ff3   heziqi   fixed head detached
1527
  
334547d8   sam   changes for mnf: ...
1528
1529
1530
1531
1532
  	/// Calculate the covariance of noise matrix for all masked pixels in the image.
  
  	/// @param co is a pointer to pre-allocated memory of size [B * B] that stores the resulting covariance matrix
  	/// @param avg is a pointer to memory of size B that stores the average spectrum
  	/// @param mask is a pointer to memory of size [X * Y] that stores the mask value at each pixel location
dd5aab2f   David Mayerich   fixed errors in s...
1533
  	bool coNoise_matrix(double* coN, double* avg, unsigned char* mask, int cuda_device = 0, bool PROGRESS = false){
334547d8   sam   changes for mnf: ...
1534
1535
1536
1537
1538
1539
1540
1541
1542
1543
1544
1545
1546
  		if (header.interleave == envi_header::BSQ){
  			std::cout<<"ERROR: calculating the covariance matrix of noise for a BSQ file is impractical; convert to BIP first"<<std::endl;
  			exit(1);
  		}
  
  
  		else if (header.interleave == envi_header::BIL){
  		        std::cout<<"ERROR: calculating the covariance matrix of noise for a BIL file is impractical; convert to BIP first"<<std::endl;
                  exit(1);
  			 }
  
  		else if (header.interleave == envi_header::BIP){
  			if (header.data_type == envi_header::float32)
dd5aab2f   David Mayerich   fixed errors in s...
1547
  				return ((bip<float>*)file)->coNoise_matrix(coN, avg, mask, cuda_device, PROGRESS);
334547d8   sam   changes for mnf: ...
1548
  			else if (header.data_type == envi_header::float64)
dd5aab2f   David Mayerich   fixed errors in s...
1549
  				return ((bip<double>*)file)->coNoise_matrix(coN, avg, mask, cuda_device, PROGRESS);
334547d8   sam   changes for mnf: ...
1550
1551
1552
1553
1554
1555
1556
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		return false;
  	}
e8eb202f   David Mayerich   added a new ENVI ...
1557
  
cb455f98   David Mayerich   removed old ENVI ...
1558
1559
1560
1561
1562
1563
1564
  	/// Crop a region of the image and save it to a new file.
  
  	/// @param outfile is the file name for the new cropped image
  	/// @param x0 is the lower-left x pixel coordinate to be included in the cropped image
  	/// @param y0 is the lower-left y pixel coordinate to be included in the cropped image
  	/// @param x1 is the upper-right x pixel coordinate to be included in the cropped image
  	/// @param y1 is the upper-right y pixel coordinate to be included in the cropped image
c8c976a9   David Mayerich   replaced CImg wit...
1565
1566
1567
1568
1569
1570
1571
1572
  	bool crop(std::string outfile,
  			  unsigned long long x0, 
  			  unsigned long long y0, 
  			  unsigned long long x1, 
  			  unsigned long long y1, 
  			  unsigned long long b0, 
  			  unsigned long long b1, 
  			  bool PROGRESS = false){
a43c4fe1   heziqi   Added crop in env...
1573
  
177c7863   David Mayerich   updated the ENVI ...
1574
1575
  		//save the header for the cropped file
  		stim::envi_header new_header = header;
f78ceb64   David Mayerich   fixed BIP croppin...
1576
1577
1578
  		new_header.samples = x1 - x0 + 1;
  		new_header.lines = y1 - y0 + 1;
  		new_header.bands = b1 - b0 + 1;
177c7863   David Mayerich   updated the ENVI ...
1579
  		std::vector<double>::const_iterator first = new_header.wavelength.begin() + b0;
f78ceb64   David Mayerich   fixed BIP croppin...
1580
  		std::vector<double>::const_iterator last = new_header.wavelength.begin() + b1 + 1;
177c7863   David Mayerich   updated the ENVI ...
1581
1582
1583
  		new_header.wavelength = std::vector<double>(first, last);
  		new_header.save(outfile + ".hdr");
  
a43c4fe1   heziqi   Added crop in env...
1584
1585
  		if (header.interleave == envi_header::BSQ){
  			if (header.data_type == envi_header::float32)
63fc1df8   David Mayerich   added an inverse ...
1586
  				return ((bsq<float>*)file)->crop(outfile, x0, y0, x1, y1, b0, b1, PROGRESS);
a43c4fe1   heziqi   Added crop in env...
1587
  			else if (header.data_type == envi_header::float64)
63fc1df8   David Mayerich   added an inverse ...
1588
  				return ((bsq<double>*)file)->crop(outfile, x0, y0, x1, y1, b0, b1, PROGRESS);
a43c4fe1   heziqi   Added crop in env...
1589
1590
1591
1592
1593
1594
1595
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIL){
  			if (header.data_type == envi_header::float32)
63fc1df8   David Mayerich   added an inverse ...
1596
  				return ((bil<float>*)file)->crop(outfile, x0, y0, x1, y1, b0, b1, PROGRESS);
a43c4fe1   heziqi   Added crop in env...
1597
  			else if (header.data_type == envi_header::float64)
63fc1df8   David Mayerich   added an inverse ...
1598
  				return ((bil<double>*)file)->crop(outfile, x0, y0, x1, y1, b0, b1, PROGRESS);
a43c4fe1   heziqi   Added crop in env...
1599
1600
1601
1602
1603
1604
1605
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIP){
  			if (header.data_type == envi_header::float32)
63fc1df8   David Mayerich   added an inverse ...
1606
  				return ((bip<float>*)file)->crop(outfile, x0, y0, x1, y1, b0, b1, PROGRESS);
a43c4fe1   heziqi   Added crop in env...
1607
  			else if (header.data_type == envi_header::float64)
63fc1df8   David Mayerich   added an inverse ...
1608
  				return ((bip<double>*)file)->crop(outfile, x0, y0, x1, y1, b0, b1, PROGRESS);
a43c4fe1   heziqi   Added crop in env...
1609
1610
1611
1612
1613
1614
1615
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		return false;
  	}
0df38ff3   heziqi   fixed head detached
1616
  
bb61cb18   David Mayerich   added subimage fu...
1617
1618
1619
1620
1621
1622
1623
1624
1625
1626
1627
1628
1629
1630
1631
1632
1633
1634
1635
1636
1637
1638
1639
1640
1641
1642
1643
1644
1645
1646
1647
1648
1649
1650
1651
  	void subimages(std::string outfile, size_t nx, size_t ny, unsigned char* mask, bool PROGRESS = false){
  		
  		size_t nnz = 0;													//initialize the number of subimages to zero
  		for(size_t i = 0; i < header.lines * header.samples; i++)		//for each pixel in the mask
  			if(mask[i]) nnz++;											//if the pixel is valid, add a subimage
  
  
  		//save the header for the cropped file
  		stim::envi_header new_header = header;
  		new_header.samples = nx;									//calculate the width of the output image (concatenated subimages)
  		new_header.lines = nnz * ny;											//calculate the height of the output image (height of subimages)
  		
  
  		if (header.interleave == envi_header::BSQ){
  			if (header.data_type == envi_header::float32)
  				((bsq<float>*)file)->subimages(outfile, nx, ny, mask, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				((bsq<double>*)file)->subimages(outfile, nx, ny, mask, PROGRESS);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIL){
  			std::cout << "ERROR: unidentified data type" << std::endl;
  			exit(1);
  		}
  		else if (header.interleave == envi_header::BIP){
  			std::cout << "ERROR: unidentified data type" << std::endl;
  			exit(1);
  		}
  
  		new_header.save(outfile + ".hdr");									//save the header for the output file
  	}
  
dc8eb8aa   David Mayerich   added band trimmi...
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  	/// Remove a list of bands from the ENVI file
  
  	/// @param outfile is the file name for the output hyperspectral image (with trimmed bands)
  	/// @param b is an array of bands to be eliminated
  	void trim(std::string outfile, std::vector<size_t> trimmed, bool PROGRESS = false){
  		
  		envi_header h = header;
  		h.bands = header.bands - trimmed.size();			//calculate the new number of bands
  		if(header.wavelength.size() != 0)
  			h.wavelength.resize(h.bands);
  		if(header.band_names.size() != 0)
  			h.band_names.resize(h.bands);
  		size_t it = 0;									//allocate an index into the trimmed bands array
  		size_t i = 0;
  		for(size_t b = 0; b < header.bands; b++){		//for each band
  			if(b != trimmed[it]){
  				if(h.wavelength.size()) h.wavelength[i] = header.wavelength[b];
  				if(h.band_names.size()) h.band_names[i] = header.band_names[i];
  				i++;
  			}
  			else it++;
  		}
  		h.save(outfile + ".hdr");
  
  		if (header.interleave == envi_header::BSQ){
  			if (header.data_type == envi_header::float32)
  				return ((bsq<float>*)file)->trim(outfile, trimmed, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				return ((bsq<double>*)file)->trim(outfile, trimmed, PROGRESS);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIL){
  			if (header.data_type == envi_header::float32)
  				return ((bil<float>*)file)->trim(outfile, trimmed, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				return ((bil<double>*)file)->trim(outfile, trimmed, PROGRESS);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIP){
  			if (header.data_type == envi_header::float32)
  				return ((bip<float>*)file)->trim(outfile, trimmed, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				return ((bip<double>*)file)->trim(outfile, trimmed, PROGRESS);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		
  
  	}
  
2ce6954b   David Mayerich   added the ability...
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  	/// Combine two ENVI images along the Y axis
  
  	/// @param outfile is the combined file to be output
  	/// @param C is the ENVI object for the image to be combined
  	void combine(std::string outfile, envi C, long long x, long long y, bool PROGRESS = false){
  		envi_header h = header;
  		
  		long long left = std::min<long long>(0, x);													//calculate the left edge of the final image
  		long long right = std::max<long long>((long long)header.samples, C.header.samples + x);		//calculate the right edge of the final image
  		long long top = std::min<long long>(0, y);													//calculate the top edge of the final image
  		long long bottom = std::max<long long>((long long)header.lines, C.header.lines + y);		//calculate the bottom edge of the final image
  
  		h.samples = right - left;
  		h.lines = bottom - top;
  	
  		h.save(outfile + ".hdr");
  
  		if (header.interleave == envi_header::BSQ){
  			if (header.data_type == envi_header::float32)
  				((bsq<float>*)file)->combine(outfile, (bsq<float>*)C.file, x, y, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				((bsq<double>*)file)->combine(outfile, (bsq<double>*)C.file, x, y, PROGRESS);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIL){
  			if (header.data_type == envi_header::float32)
  				((bil<float>*)file)->combine(outfile, (bil<float>*)C.file, x, y, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				((bil<double>*)file)->combine(outfile, (bil<double>*)C.file, x, y, PROGRESS);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIP){
  			if (header.data_type == envi_header::float32)
  				((bip<float>*)file)->combine(outfile, (bip<float>*)C.file, x, y, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				((bip<double>*)file)->combine(outfile, (bip<double>*)C.file, x, y, PROGRESS);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  	}
9b2a5d71   David Mayerich   implemented finit...
1758
  
82a7c08c   David Mayerich   added an append c...
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  	void append(std::string outfile, envi C, bool PROGRESS = false) {
  		if (C.header.samples != header.samples ||									//verify that the images are the same size
  			C.header.lines != header.lines) {
  			std::cout << "ERROR - appended images must be the same size: input = [" << header.samples << " x " << header.lines << "], output = [" << C.header.samples << " x " << C.header.lines << "]" << std::endl;
  			exit(1);
  		}
  		if (C.header.interleave != header.interleave) {
  			std::cout << "ERROR - appended images must have the same interleave format" << std::endl;
  			exit(1);
  		}
  
  		stim::envi_header new_header = header;												//create a header for the output image
  		new_header.bands = header.bands + C.header.bands;									//calculate the number of bands in the new image
  
  		if (header.wavelength.size() != 0 && C.header.wavelength.size() != 0) {				//if both files contain wavelength information
  			for (size_t b = 0; b < C.header.wavelength.size(); b++)
  				new_header.wavelength.push_back(C.header.wavelength[b]);					//append the wavelength labels to the new header array
  		}
  		else new_header.wavelength.clear();
  
  		if (header.band_names.size() != 0 && C.header.band_names.size() != 0) {				//if both files contain band name information
  			for (size_t b = 0; b < C.header.band_names.size(); b++)
  				new_header.band_names.push_back(C.header.band_names[b]);					//append the wavelength labels to the new header array
  		}
  		else new_header.wavelength.clear();
  
  		new_header.save(outfile + ".hdr");													//save the output
  
  		if (header.interleave == envi_header::BSQ) {
  			if (header.data_type == envi_header::float32)
  				((bsq<float>*)file)->append(outfile, (bsq<float>*)C.file, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				((bsq<double>*)file)->append(outfile, (bsq<double>*)C.file, PROGRESS);
  			else {
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIL) {
  			if (header.data_type == envi_header::float32)
  				((bil<float>*)file)->append(outfile, (bil<float>*)C.file, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				((bil<double>*)file)->append(outfile, (bil<double>*)C.file, PROGRESS);
  			else {
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIP) {
  			if (header.data_type == envi_header::float32)
  				((bip<float>*)file)->append(outfile, (bip<float>*)C.file, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				((bip<double>*)file)->append(outfile, (bip<double>*)C.file, PROGRESS);
  			else {
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  
  	}
  
9b2a5d71   David Mayerich   implemented finit...
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  	/// Convolve the given band range with a kernel specified by a vector of coefficients.
  
  	/// @param outfile is the combined file to be output
  	/// @param c is an array of coefficients
  	/// @param start is the band to start processing (the first coefficient starts here)
  	/// @param nbands is the number of bands to process
  	/// @param center is the index for the center coefficient for the kernel (used to set the wavelengths in the output file)
9d77bbd9   David Mayerich   updates for HSIvi...
1827
  	void convolve(std::string outfile, std::vector<double> C, size_t start, size_t end, size_t center = 0, unsigned char* mask = NULL, bool PROGRESS = false){
9b2a5d71   David Mayerich   implemented finit...
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  		size_t nbands = end - start + 1;
  		envi_header h = header;												//copy the current header
  		h.bands = nbands;													//set the number of new bands
  		if(header.wavelength.size() != 0){
  			h.wavelength.resize(nbands);									//set the number of wavelengths to the number of bands
  			for(size_t b = 0; b < nbands; b++)
  				h.wavelength[b] = header.wavelength[b+center];
  		}
  		if(header.band_names.size() != 0){
  			h.band_names.resize(nbands);
  			for(size_t b = 0; b < nbands; b++)
  				h.band_names[b] = header.band_names[b+center];
  		}
  		h.save(outfile + ".hdr");											//save the new header
  
  		if (header.interleave == envi_header::BSQ){
  			if (header.data_type == envi_header::float32)
9d77bbd9   David Mayerich   updates for HSIvi...
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  				((bsq<float>*)file)->convolve(outfile, C, start, end, mask, PROGRESS);
9b2a5d71   David Mayerich   implemented finit...
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  			else if (header.data_type == envi_header::float64)
9d77bbd9   David Mayerich   updates for HSIvi...
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  				((bsq<double>*)file)->convolve(outfile, C, start, end, mask, PROGRESS);
9b2a5d71   David Mayerich   implemented finit...
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  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIL){
  			if (header.data_type == envi_header::float32)
9d77bbd9   David Mayerich   updates for HSIvi...
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  				((bil<float>*)file)->convolve(outfile, C, start, end, mask, PROGRESS);
9b2a5d71   David Mayerich   implemented finit...
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  			else if (header.data_type == envi_header::float64)
9d77bbd9   David Mayerich   updates for HSIvi...
1857
  				((bil<double>*)file)->convolve(outfile, C, start, end, mask, PROGRESS);
9b2a5d71   David Mayerich   implemented finit...
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  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else if (header.interleave == envi_header::BIP){
  			if (header.data_type == envi_header::float32)
9d77bbd9   David Mayerich   updates for HSIvi...
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  				((bip<float>*)file)->convolve(outfile, C, start, end, mask, PROGRESS);
9b2a5d71   David Mayerich   implemented finit...
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  			else if (header.data_type == envi_header::float64)
9d77bbd9   David Mayerich   updates for HSIvi...
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  				((bip<double>*)file)->convolve(outfile, C, start, end, mask, PROGRESS);
9b2a5d71   David Mayerich   implemented finit...
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  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  	}
  
  	/// Approximates the nth derivative of the spectra to the specified order
  
  	/// @param outfile is the file where the derivative approximation will be saved
  	/// @n is the derivative to be calculated
  	/// @order is the order of the error (must be even)
9d77bbd9   David Mayerich   updates for HSIvi...
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  	void deriv(std::string outfile, size_t d, size_t order, unsigned char* mask = NULL, bool PROGRESS = false){
9b2a5d71   David Mayerich   implemented finit...
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  		header.save(outfile + ".hdr");
  		if (header.interleave == envi_header::BSQ){
  			if (header.data_type == envi_header::float32)
9d77bbd9   David Mayerich   updates for HSIvi...
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  				((bsq<float>*)file)->deriv(outfile, d, order, header.wavelength, mask, PROGRESS);
9b2a5d71   David Mayerich   implemented finit...
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  			else if (header.data_type == envi_header::float64)
9d77bbd9   David Mayerich   updates for HSIvi...
1886
  				((bsq<double>*)file)->deriv(outfile, d, order, header.wavelength, mask, PROGRESS);
9b2a5d71   David Mayerich   implemented finit...
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  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  
  		else if (header.interleave == envi_header::BIL){
  			if (header.data_type == envi_header::float32)
9d77bbd9   David Mayerich   updates for HSIvi...
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  				((bil<float>*)file)->deriv(outfile, d, order, header.wavelength, mask, PROGRESS);
9b2a5d71   David Mayerich   implemented finit...
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  			else if (header.data_type == envi_header::float64)
9d77bbd9   David Mayerich   updates for HSIvi...
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  				((bil<double>*)file)->deriv(outfile, d, order, header.wavelength, mask, PROGRESS);
9b2a5d71   David Mayerich   implemented finit...
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  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  
  		else if (header.interleave == envi_header::BIP){
  			if (header.data_type == envi_header::float32)
9d77bbd9   David Mayerich   updates for HSIvi...
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  				((bip<float>*)file)->deriv(outfile, d, order, header.wavelength, mask, PROGRESS);
9b2a5d71   David Mayerich   implemented finit...
1907
  			else if (header.data_type == envi_header::float64)
9d77bbd9   David Mayerich   updates for HSIvi...
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  				((bip<double>*)file)->deriv(outfile, d, order, header.wavelength, mask, PROGRESS);
9b2a5d71   David Mayerich   implemented finit...
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  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		exit(1);
  	}
278c622b   David Mayerich   finished Windows ...
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  	void multiply(std::string outfile, double v, unsigned char* mask = NULL, bool PROGRESS = false){
  		header.save(outfile + ".hdr");
  		if (header.interleave == envi_header::BSQ){
  			if (header.data_type == envi_header::float32)
  				((bsq<float>*)file)->multiply(outfile, v, mask, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				((bsq<double>*)file)->multiply(outfile, v, mask, PROGRESS);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  
  		else if (header.interleave == envi_header::BIL){
  			if (header.data_type == envi_header::float32)
  				((bil<float>*)file)->multiply(outfile, v, mask, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				((bil<double>*)file)->multiply(outfile, v, mask, PROGRESS);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  
  		else if (header.interleave == envi_header::BIP){
  			if (header.data_type == envi_header::float32)
  				((bip<float>*)file)->multiply(outfile, v, mask, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				((bip<double>*)file)->multiply(outfile, v, mask, PROGRESS);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		exit(1);
  	}
  
  	void add(std::string outfile, double v, unsigned char* mask = NULL, bool PROGRESS = false){
  		header.save(outfile + ".hdr");
  		if (header.interleave == envi_header::BSQ){
  			if (header.data_type == envi_header::float32)
  				((bsq<float>*)file)->add(outfile, v, mask, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				((bsq<double>*)file)->add(outfile, v, mask, PROGRESS);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  
  		else if (header.interleave == envi_header::BIL){
  			if (header.data_type == envi_header::float32)
  				((bil<float>*)file)->add(outfile, v, mask, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				((bil<double>*)file)->add(outfile, v, mask, PROGRESS);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  
  		else if (header.interleave == envi_header::BIP){
  			if (header.data_type == envi_header::float32)
  				((bip<float>*)file)->add(outfile, v, mask, PROGRESS);
  			else if (header.data_type == envi_header::float64)
  				((bip<double>*)file)->add(outfile, v, mask, PROGRESS);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		exit(1);
  	}
9d34229e   David Mayerich   restructured the ...
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  	void fft(std::string outfile, double band_min, double band_max, size_t samples = 0, void* ratio = NULL, size_t rx = 0, size_t ry = 0, bool PROGRESS = false, int cuda_device = 0){
6e9cf1ac   David Mayerich   fixed image bug i...
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  		if(samples == 0) samples = header.bands;
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  		double B = (double)header.bands;
  		double delta = header.wavelength[1] - header.wavelength[0];					//calculate spacing in the current domain
  		double span = samples * delta;											//calculate the span in the current domain
  		double fft_delta = 1.0 / span;												//calculate the span in the FFT domain
  		double fft_max = fft_delta * samples/2;										//calculate the maximum range of the FFT
  
  		if(band_max > fft_max) band_max = fft_max;									//the user gave a band outside of the FFT range, reset the band to the maximum available
  		size_t start_i = (size_t)std::ceil(band_min / fft_delta);					//calculate the first band to store
  		size_t size_i = (size_t)std::floor(band_max / fft_delta) - start_i + 1;		//calculate the number of bands to store
  		size_t end_i = start_i + size_i - 1;										//last band number
  
  		envi_header new_header = header;
  		new_header.bands = size_i;
  		new_header.set_wavelengths(start_i * fft_delta, fft_delta);
6e9cf1ac   David Mayerich   fixed image bug i...
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  		new_header.wavelength_units = "inv_" + header.wavelength_units;
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  		new_header.save(outfile + ".hdr");
  		
  		if (header.interleave == envi_header::BIP){
  			if (header.data_type == envi_header::float32)
  				((bip<float>*)file)->fft(outfile, start_i, end_i, samples, (float*)ratio, rx, ry, PROGRESS, cuda_device);
  			else if (header.data_type == envi_header::float64)
  				((bip<double>*)file)->fft(outfile, start_i, end_i, samples, (double*)ratio, rx, ry, PROGRESS, cuda_device);
  			else{
  				std::cout << "ERROR: unidentified data type" << std::endl;
  				exit(1);
  			}
  		}
  		else{
  			std::cout<<"ERROR: only BIP files supported for FFT"<<std::endl;
  			exit(1);
  		}
  	}
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2028
  };	//end ENVI
e8eb202f   David Mayerich   added a new ENVI ...
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  }	//end namespace rts
  
  #endif