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stim/image/image.h 6.19 KB
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  #ifndef STIM_IMAGE_H
  #define STIM_IMAGE_H
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  #ifdef JPEG_FOUND
  	#define cimg_use_jpeg         //necessary for JPG files
  #endif
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  #include "CImg.h"
  
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  #include <vector>
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  #include <iostream>
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  namespace stim{
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  //This static class provides the STIM interface for loading images
  //	Use this interface for all image management - that way the actual library can be changed without problems
  
  //currently this interface uses CImg
  //	T = data type (usually unsigned char)
  template <class T>
  class image{
  
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  	cimg_library::CImg<T> img;
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  public:
  
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  	//default constructor
  	image(){
  	}
  
  	//constructor (load an image file)
  	image(std::string filename){
  		img.load(filename.c_str());
  	}
  
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  	/// Constructor initializes an image to a given size
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  	/*image(unsigned int x, unsigned int y = 1, unsigned int z = 1){
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  		img = cimg_library::CImg<T>(x, y, z);
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  	}*/
  
  	image(unsigned int x, unsigned int y = 1, unsigned int z = 1, unsigned int c = 1){
  		img = cimg_library::CImg<T>(x, y, z, c);
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  	}
  
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  	//Load an image from a file
  	void load(std::string filename){
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  		img.load(filename.c_str());
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  	}
  
  	//save a file
  	void save(std::string filename){
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  		img.save(filename.c_str());
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  	}
  
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  	//create an image from an interleaved buffer
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  	void set_interleaved(T* buffer, unsigned int width, unsigned int height, unsigned int channels = 1){
  
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  		T* non_interleaved = (T*)malloc(width * height * 3 * sizeof(T));
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  		unsigned int S = width * height;
  
  		for(unsigned int i = 0; i < S; i++){
  			for(unsigned int c = 0; c < channels; c++){
  				non_interleaved[i + c * S] = buffer[i * channels + c];
  			}
  		}
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  		img = cimg_library::CImg<T>(non_interleaved, width, height, 1, channels);
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  	}
  
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  	//fills an allocated region of memory with non-interleaved data
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  	void data_noninterleaved(T* data){
  		memcpy(data, img.data(), sizeof(T) * size());
  	}
  
  	void data_interleaved(T* data){
  
  		unsigned int C = channels();
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  		unsigned int X = width() * height();
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  		T* ptr = img.data();
  
  		//for each channel
  		for(unsigned int c = 0; c < C; c++)
  			//convert each pixel
  			for(unsigned int x = 0; x < X; x++)
  				data[x * C + c] = ptr[c * X + x];
  	}
  
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  	image<T> channel(unsigned int c){
  
  		//create a new image
  		image<T> single;
  
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  		single.img = img.get_channel(c);
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  		return single;
  
  	}
  
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  	T& operator()(unsigned x, unsigned y, unsigned z = 0, unsigned c = 0){
  		return img(x, y, z, c);
  	}
  
  	/// Set all elements in the image to a given scalar value
  
  	/// @param v is the value used to set all values in the image
  	image<T> operator=(T v){
  
  		unsigned int X = width() * height() * depth() * channels();
  
  		for(unsigned x = 0; x < X; x++)
  			img.data()[x] = v;
  
  		return *this;
  
  	}
  
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  	/// Copy the given data to the specified channel
  
  	/// @param c is the channel number that the data will be copied to
  	/// @param buffer is a pointer to the image to be copied to channel c
  
  	void set_channel(unsigned int c, T* buffer){
  
  		//calculate the number of pixels in a channel
  		unsigned int channel_size = width() * height();        
  
  		//retreive a pointer to the raw image data
  		T* ptr = img.data() + channel_size * c;
  
  		//copy the buffer to the specified channel
  		memcpy(ptr, buffer, sizeof(T) * channel_size);
  	}
  
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  	image<T> getslice(unsigned int c){
  
  		//create a new image
  		image<T> slice;
  
  		slice.img = img.get_slice(c);
  
  		return slice;
  
  	}
  
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  	unsigned int channels(){
  		return (unsigned int)img.spectrum();
  	}
  
  	unsigned int width(){
  		return img.width();
  	}
  
  	unsigned int height(){
  		return img.height();
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  	}
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  	unsigned int depth(){
  		return img.depth();
  	}
  
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  	T* data(){
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  		return img.data();
  	}
  
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  	//returns the size (number of values) of the image
  	unsigned long size(){
  		return img.size();
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  	}
  
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  	/// Returns the number of nonzero values
  	unsigned int nnz(){
  
  		unsigned long P = width() * height();
  		unsigned long C = channels();
  
  		T* ptr = img.data();
  
  		unsigned long n = 0;
  
  		for(unsigned long p = 0; p < P; p++){
  			for(unsigned long c = 0; c < C; c++){
  
  				if(ptr[c * P + p] > 0){
  					n++;
  					break;
  				}
  			}
  		}
  
  		return n;	//return the number of nonzero pixels
  
  	}
  
  	//this function returns indices of pixels that have nonzero values
  	std::vector<unsigned long> sparse_idx(){
  
  		std::vector<unsigned long> s;		//allocate an array
  		s.resize(nnz());					//allocate space in the array
  
  		unsigned long P = width() * height();
  		unsigned long C = channels();
  
  		T* ptr = img.data();				//get a pointer to the image data
  
  		unsigned long i = 0;
  		for(unsigned long p = 0; p < P; p++){
  			for(unsigned long c = 0; c < C; c++){
  
  				if(ptr[c * P + p] > 0){
  					s[i] = p;
  					i++;
  					break;
  				}
  			}
  		}
  
  		return s;			//return the index list
  	}
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  	/// Returns the maximum pixel value in the image
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  	T maxv(){
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  		float max = 0;
  		unsigned long N = width() * height();		//get the number of pixels
  
  		for (unsigned long i=0; i<N; i++){
  
  			if (img.data()[i] > max)
  			{
  				max = img.data()[i];
  			}	
  		}
  
  		return max;	
  	}
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  	/// Returns the minimum pixel value in the image
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  	T minv(){
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  		float min = 0;
  		unsigned long N = width() * height();		//get the number of pixels
  
  		for (unsigned long i=0; i<N; i++){
  
  			if (img.data()[i] < min)
  			{
  				min = img.data()[i];
  			}	
  		}
  
  		return min;	
  
  	}
  
  	image<T> srgb2lab(){
  
  		image<T> rgb;
  		rgb.img = img.get_sRGBtoRGB();
  
  		image<T> lab;
  		lab.img = rgb.img.get_RGBtoLab();
  
  		return lab;
  
  	}
  
  	image<T> convolve2(image<T> mask){
  		
  		image<T> result;
  
  		result.img = img.get_convolve(mask.img);
  
  		return result;
  	}
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  	image<T> rotate(float angle, float cx, float cy){
  		
  		image<T> result;
  		float zoom = 1;
  		unsigned int interpolation = 1;
  		unsigned int boundary = 1;
  		result.img = img.get_rotate (angle, cx, cy, zoom, interpolation, boundary);
  		//result.save("data_output/test_rotate_neum.bmp");
  
  		return result;
  	}
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  	// leila's code for non_interleaving data in 3D
  	//create an data set from an interleaved buffer
  	void set_interleaved3(T* buffer, unsigned int width, unsigned int height, unsigned int depth, unsigned int channels = 3){
  
  		T* non_interleaved3 = (T*)malloc(width * height * depth * 3 * sizeof(T));
  		unsigned int p = width * height * depth;
  
  		for(unsigned int i = 0; i < p; i++){
  			for(unsigned int c = 0; c < channels; c++){
  				non_interleaved3[i + c * p] = buffer[i * channels + c];
  			}
  		}
  
  		img = cimg_library::CImg<T>(non_interleaved3, width, height, depth, channels);
  	}
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  };
  
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  };		//end namespace stim
  
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  #endif