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envi/envi.h 21.4 KB
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  #ifndef STIM_ENVI_H
  #define STIM_ENVI_H
  
  #include "../envi/envi_header.h"
  #include "../envi/bsq.h"
  #include "../envi/bip.h"
  #include "../envi/bil.h"
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  #include <iostream>
  #include "../../CImg/CImg.h"
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  namespace stim{
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  //container class for an ENVI binary file reader
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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)
  
  public:
  
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  	envi_header header;
  
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  	bool allocate(){
  
  		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)
  				return(file = new bsq<float>());
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  			else if(header.data_type == envi_header::float64)
  				return(file = new bsq<double>());
  		}
  		else if(header.interleave == envi_header::BIP){
  			if(header.data_type ==envi_header::float32)
  				return(file = new bip<float>());
  			else if(header.data_type == envi_header::float64)
  				return(file = new bip<double>());
  		}
  		else if(header.interleave == envi_header::BIL){
  			if(header.data_type ==envi_header::float32)
  				return(file = new bil<float>());
  			else if(header.data_type == envi_header::float64)
  				return(file = new bil<double>());
  		}
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  		exit(1);	//if the function hasn't already returned, we don't handle this state
  
  	}
  
  	bool open(std::string filename, std::string headername){
  
  		//allocate memory
  		allocate();
  
  		//load the header
  		header.load(headername);
  
  		//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(filename, header.samples, header.lines, header.bands, header.header_offset, header.wavelength);
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  			}
  			else if(header.data_type == envi_header::float64) {
  				return ((bsq<double>*)file)->open(filename, header.samples, header.lines, header.bands, header.header_offset, header.wavelength);
  			}
  			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) {
  				return ((bil<float>*)file)->open(filename, header.samples, header.lines, header.bands, header.header_offset, header.wavelength);
  			}
  			else if(header.data_type == envi_header::float64) {
  				return ((bil<double>*)file)->open(filename, header.samples, header.lines, header.bands, header.header_offset, header.wavelength);
  			}
  			else
  				return false;
  		}
  				
  		else if(header.interleave == envi_header::BIP) {		//if the infile is bip file
  			if(header.data_type == envi_header::float32) {
  				return ((bip<float>*)file)->open(filename, header.samples, header.lines, header.bands, header.header_offset, header.wavelength);
  			}
  			else if(header.data_type == envi_header::float64) {
  				return ((bip<double>*)file)->open(filename, header.samples, header.lines, header.bands, header.header_offset, header.wavelength);
  			}
  			else
  				return false;		
  		}
  		
  		else{
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  		std::cout<<"ERROR: unidentified type file       "<<headername<<std::endl;
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  		exit(1);
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  		}
  
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  	}
  
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  	//perform normalization
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  	bool normalize(std::string outfile, double band){
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  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
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  			if(header.data_type ==envi_header::float32)
  				return ((bsq<float>*)file)->normalize(outfile, band);
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  			else if(header.data_type == envi_header::float64)
  				return ((bsq<double>*)file)->normalize(outfile,band);
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
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  		else if(header.interleave == envi_header::BIL){		//if the infile is bil file
  			if(header.data_type ==envi_header::float32)
  				return ((bil<float>*)file)->normalize(outfile, band);
  			else if(header.data_type == envi_header::float64)
  				return ((bil<double>*)file)->normalize(outfile,band);
  			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)->normalize(outfile, band);
  			else if(header.data_type == envi_header::float64)
  				return ((bip<double>*)file)->normalize(outfile,band);
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
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  		return false;
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  	}
  
  	//perform baseline correction
  	bool baseline(std::string outfile, std::vector<double> w){
  
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
  				return ((bsq<float>*)file)->baseline(outfile, w);
  			else if(header.data_type == envi_header::float64)
  				return ((bsq<double>*)file)->baseline(outfile,w);
  			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)
  				return ((bil<float>*)file)->baseline(outfile, w);
  			else if(header.data_type == envi_header::float64)
  				return ((bil<double>*)file)->baseline(outfile, w);
  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  				exit(1);
  			}
  		}
  
  		else if(header.interleave == envi_header::BIP){		//if the infile is bip file 
  			if(header.data_type ==envi_header::float32)
  				return ((bip<float>*)file)->baseline(outfile, w);
  			else if(header.data_type == envi_header::float64)
  				return ((bip<double>*)file)->baseline(outfile, w);
  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  				exit(1);
  			}
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
  	}
  
  	//perform conversion
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  	bool convert(std::string outfile, stim::envi_header::interleaveType interleave){
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  		if(header.interleave == envi_header::BSQ){			//if the infile is bsq file
  
  			if(header.data_type ==envi_header::float32){		//if the data type of infile is float
  				if(interleave == envi_header::BSQ){
  					std::cout<<"ERROR:  is already BSQ file"<<std::endl;
  					exit(1);
  				}
  				else if(interleave == envi_header::BIL)			//if the target file is bil file
  					return ((bsq<float>*)file)->bil(outfile);
  				else if(interleave == envi_header::BIP)			//if the target file is bip file
  					return ((bsq<float>*)file)->bip(outfile);
  			}
  
  			else if(header.data_type == envi_header::float64){		//if the data type is float
  				if(interleave == envi_header::BSQ){
  					std::cout<<"ERROR:  is already BSQ file"<<std::endl;
  					exit(1);
  				}
  				else if(interleave == envi_header::BIL)
  					return ((bsq<double>*)file)->bil(outfile);
  				else if(interleave == envi_header::BIP)
  					return ((bsq<double>*)file)->bip(outfile);
  			}
  			
  			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){		//if the data type of infile is float
  				if(interleave == envi_header::BIL){
  					std::cout<<"ERROR:  is already BIL file"<<std::endl;
  					exit(1);
  				}
  				else if(interleave == envi_header::BSQ)			//if the target file is bsq file
  					return ((bil<float>*)file)->bsq(outfile);
  				else if(interleave == envi_header::BIP)			//if the target file is bip file
  					return ((bil<float>*)file)->bip(outfile);
  			}
  
  			else if(header.data_type == envi_header::float64){		//if the data type is float
  				if(interleave == envi_header::BIL){
  					std::cout<<"ERROR:  is already BIL file"<<std::endl;
  					exit(1);
  				}
  				else if(interleave == envi_header::BSQ)
  					return ((bil<double>*)file)->bsq(outfile);
  				else if(interleave == envi_header::BIP)
  					return ((bil<double>*)file)->bip(outfile);
  			}
  			
  			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){		//if the data type of infile is float
  				if(interleave == envi_header::BIP){
  					std::cout<<"ERROR:  is already BIP file"<<std::endl;
  					exit(1);
  				}
  				else if(interleave == envi_header::BIL)			//if the target file is bil file
  					return ((bip<float>*)file)->bil(outfile);
  				else if(interleave == envi_header::BSQ)			//if the target file is bsq file
  					return ((bip<float>*)file)->bsq(outfile);
  			}
  
  			else if(header.data_type == envi_header::float64){		//if the data type is float
  				if(interleave == envi_header::BIP){
  					std::cout<<"ERROR:  is already BIP file"<<std::endl;
  					exit(1);
  				}
  				else if(interleave == envi_header::BIL)			//if the target file is bil file
  					return ((bip<double>*)file)->bil(outfile);
  				else if(interleave == envi_header::BSQ)			//if the target file is bsq file
  					return ((bip<double>*)file)->bsq(outfile);
  			}
  			
  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  				exit(1);				
  			}
  		}
  		
  		else{
  			std::cout<<"ERROR: unidentified interleave type"<<std::endl;
  			exit(1);
  		}
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  		return false;
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  	}
  
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  	//create a mask based on a band and threshold, save it to p (if p is not NULL)
  	bool build_mask(double mask_band, double threshold, unsigned char* p = NULL)	{
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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)->build_mask(mask_band, threshold, p);
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  			else if(header.data_type == envi_header::float64)
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  				return ((bsq<double>*)file)->build_mask(mask_band, threshold, p);
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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)->build_mask(mask_band, threshold, p);
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  			else if(header.data_type == envi_header::float64)
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  				return ((bil<double>*)file)->build_mask(mask_band, threshold, p);
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  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
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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)->build_mask(mask_band, threshold, p);
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  			else if(header.data_type == envi_header::float64)
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  				return ((bip<double>*)file)->build_mask(mask_band, threshold, p);
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  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
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  		return false;
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  	}
  
  	//apply mask
  	bool apply_mask(std::string outfile, unsigned char* p)	
  	{
  
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
  				return ((bsq<float>*)file)->apply_mask(outfile, p);
  			else if(header.data_type == envi_header::float64)
  				return ((bsq<double>*)file)->apply_mask(outfile, p);
  			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)->apply_mask(outfile, p);
  			else if(header.data_type == envi_header::float64)
  				return ((bil<double>*)file)->apply_mask(outfile, p);
  			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)->apply_mask(outfile, p);
  			else if(header.data_type == envi_header::float64)
  				return ((bip<double>*)file)->apply_mask(outfile, p);
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
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  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
  		return false;
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  	}
  
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  	//peak height to peak height ratio
  	bool ph_to_ph(double lb1, double rb1, double pos1, double lb2, double rb2, double pos2, void * result){
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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)->ph_to_ph(lb1, rb1, pos1, lb2, rb2, pos2, (float*)result);
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  			else if(header.data_type == envi_header::float64)
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  				return ((bsq<double>*)file)->ph_to_ph(lb1, rb1, pos1, lb2, rb2, pos2, (double*)result);
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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)->ph_to_ph(lb1, rb1, pos1, lb2, rb2, pos2, (float*)result);
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  			else if(header.data_type == envi_header::float64)
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  				return ((bil<double>*)file)->ph_to_ph(lb1, rb1, pos1, lb2, rb2, pos2, (double*)result);
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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)->ph_to_ph(lb1, rb1, pos1, lb2, rb2, pos2, (float*)result);
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  			else if(header.data_type == envi_header::float64)
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  				return ((bip<double>*)file)->ph_to_ph(lb1, rb1, pos1, lb2, rb2, pos2, (double*)result);
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
  		return false;
  	}
  
  	//peak area to peak height ratio
  	bool pa_to_ph(double lb1, double rb1, double lab1, double rab1, double lb2, double rb2, double pos, void * result){
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
  				return ((bsq<float>*)file)->pa_to_ph(lb1, rb1, lab1, rab1, lb2, rb2, pos, (float*)result);
  			else if(header.data_type == envi_header::float64)
  				return ((bsq<double>*)file)->pa_to_ph(lb1, rb1, lab1, rab1, lb2, rb2, pos, (double*)result);
  			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)->pa_to_ph(lb1, rb1, lab1, rab1, lb2, rb2, pos, (float*)result);
  			else if(header.data_type == envi_header::float64)
  				return ((bil<double>*)file)->pa_to_ph(lb1, rb1, lab1, rab1, lb2, rb2, pos, (double*)result);
  			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)->pa_to_ph(lb1, rb1, lab1, rab1, lb2, rb2, pos, (float*)result);
  			else if(header.data_type == envi_header::float64)
  				return ((bip<double>*)file)->pa_to_ph(lb1, rb1, lab1, rab1, lb2, rb2, pos, (double*)result);
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
  		return false;
  	}
  
  	//peak area to peak area ratio
  	bool pa_to_pa(double lb1, double rb1, double lab1, double rab1,
  					double lb2, double rb2, double lab2, double rab2, void* result){
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
  				return ((bsq<float>*)file)->pa_to_pa(lb1, rb1, lab1, rab1, lb2, rb2, lab2, rab2, (float*)result);
  			else if(header.data_type == envi_header::float64)
  				return ((bsq<double>*)file)->pa_to_pa(lb1, rb1, lab1, rab1, lb2, rb2, lab2, rab2, (double*)result);
  			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)->pa_to_pa(lb1, rb1, lab1, rab1, lb2, rb2, lab2, rab2, (float*)result);
  			else if(header.data_type == envi_header::float64)
  				return ((bil<double>*)file)->pa_to_pa(lb1, rb1, lab1, rab1, lb2, rb2, lab2, rab2, (double*)result);
  			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)->pa_to_pa(lb1, rb1, lab1, rab1, lb2, rb2, lab2, rab2, (float*)result);
  			else if(header.data_type == envi_header::float64)
  				return ((bip<double>*)file)->pa_to_pa(lb1, rb1, lab1, rab1, lb2, rb2, lab2, rab2, (double*)result);
20c212c0   heziqi   Ziqi added functi...
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  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
  		return false;
  	}
  
517876d6   heziqi   metrics finished ...
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  		//center of gravity
  	bool cpoint(double lb1, double rb1, double lab1, double rab1, void* result){
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
  				return ((bsq<float>*)file)->cpoint(lb1, rb1, lab1, rab1, (float*)result);
  			else if(header.data_type == envi_header::float64)
  				return ((bsq<double>*)file)->cpoint(lb1, rb1, lab1, rab1, (double*)result);
  			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)->cpoint(lb1, rb1, lab1, rab1, (float*)result);
  			else if(header.data_type == envi_header::float64)
  				return ((bil<double>*)file)->cpoint(lb1, rb1, lab1, rab1, (double*)result);
  			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)->cpoint(lb1, rb1, lab1, rab1,(float*)result);
  			else if(header.data_type == envi_header::float64)
  				return ((bip<double>*)file)->cpoint(lb1, rb1, lab1, rab1, (double*)result);
  			else
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  		}
  
  		else{
  			std::cout<<"ERROR: unidentified file type"<<std::endl;
  			exit(1);
  		}
  		return false;
  	}
  
6708cc25   heziqi   Ziqi added envi c...
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  	bool close(){
  		if(header.interleave == envi_header::BSQ){
  			if(header.data_type ==envi_header::float32)
  				return ((bsq<float>*)file)->close();
  			else if(header.data_type == envi_header::float64)
  				return ((bsq<double>*)file)->close();
  			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)->close();
  			else if(header.data_type == envi_header::float64)
  				return ((bil<double>*)file)->close();
  			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)->close();
  			else if(header.data_type == envi_header::float64)
  				return ((bip<double>*)file)->close();
  			else{
  				std::cout<<"ERROR: unidentified data type"<<std::endl;
  				exit(1);
  			}
  		}
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  		return false;
e8eb202f   David Mayerich   added a new ENVI ...
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  	}
bfe9c6db   heziqi   added feature_mat...
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  	//get one pixel from binary file
  	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 ...
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  	bool save_header(std::string filename){
  
  		//save the header file here
  		header.save(filename);
  
  		return true;
  	}
  
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  	bool band(void* ptr, double wavelength){
  
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
  				return ((bsq<float>*)file)->band((float*)ptr, wavelength);
  
  		}
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  		return false;
1582ce07   David Mayerich   added band_index(...
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  	}
  
  	bool band_index(void* ptr, unsigned int b){
  		if(header.interleave == envi_header::BSQ){		//if the infile is bsq file
  			if(header.data_type ==envi_header::float32)
  				return ((bsq<float>*)file)->band_index((float*)ptr, b);
d1d8ef91   David Mayerich   added band readin...
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1582ce07   David Mayerich   added band_index(...
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  		}
  		return false;
d1d8ef91   David Mayerich   added band readin...
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  	}
9f489bb3   heziqi   Added load_mask a...
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  	//load mask from maskfile and save it into memory
  	bool load_mask(unsigned char * mask, std::string maskname){
  		//open the mask file
9f489bb3   heziqi   Added load_mask a...
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  		cimg_library::CImg<unsigned char> mask_image(maskname.c_str());
bfe9c6db   heziqi   added feature_mat...
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  		//save mask file into memory
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  		memcpy(mask, mask_image.data(), mask_image.size());
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  		mask_image.clear();
  		return true;
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  	}
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bfe9c6db   heziqi   added feature_mat...
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  	//p:start positon; N: number of pixels saved in X;
9f489bb3   heziqi   Added load_mask a...
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  	bool feature_matrix(void * X,  unsigned char * mask, unsigned start, unsigned N)
bfe9c6db   heziqi   added feature_mat...
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  	{
4b37859f   heziqi   added predict
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  		//save pixels in X as floating numbers: float * p
  		float * p = (float*)malloc(header.bands * sizeof(float));		//save pixel information
c9fd97f0   David Mayerich   edits for classif...
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  		unsigned pixels = header.samples * header.lines;		//calculate pixel numbers in a band
bfe9c6db   heziqi   added feature_mat...
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  		unsigned count = 0;		//for counting use
  		unsigned j = 0;		//memory the pointer location in X
  
c9fd97f0   David Mayerich   edits for classif...
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  		//create two indices into the mask (mask index and pixel index)
  		unsigned mi = 0;	//valid pixel index
  		unsigned pi = 0;	//actual pixel in the mask
  
  		//find the actual pixel index for the mask index "start"
  		while(mi < start){
  			if(mask[pi])
  				mi++;
  
  			pi++;
  		}
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  		for(unsigned i = pi; i < pixels; i++){
bfe9c6db   heziqi   added feature_mat...
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  			if(mask[i] != 0){
  				pixel(p, i);
  				//copy p to X
  				for(unsigned k = 0; k < header.bands; k++){
  					((float *)X)[j] = p[k];
  					j++;
  				}
  				count++;
  				if(count == N)
  					break;
  			}
  			else
  				continue;
  		}
  		if(count < N){
  			std::cout << "number of valid pixels in the mask : " << count <<"is less than N: "<< N;
  			exit(1);
  		}
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  		free(p);
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  		return true;
  	}
e8eb202f   David Mayerich   added a new ENVI ...
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  };
  
  }	//end namespace rts
  
  #endif