Added old extractors

This commit is contained in:
nedko 2022-11-23 18:03:01 +02:00
parent a4886d07c0
commit 99aa3ab2b8
9 changed files with 765 additions and 0 deletions

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#include "colour_extractor.h"
#include <math.h>
#include <string.h>
// CONSTRUCTORS
ColourExtractor::ColourExtractor(size_t h_levels, size_t s_levels,
size_t v_levels)
:m_pixels(NULL), m_max_colour_count(0), m_h_levels(h_levels),
m_s_levels(s_levels), m_v_levels(v_levels)
{
m_pixels = new size_t[m_h_levels * m_s_levels * m_v_levels];
memset(m_pixels, 0, m_h_levels * m_s_levels * m_v_levels * sizeof(size_t));
}
// PROTECTED FUNCS
size_t ColourExtractor::quantize(struct ColourHSV hsv) const
{
size_t result = 0;
size_t h_quant = 0;
size_t s_quant = 0;
size_t v_quant = 0;
v_quant = static_cast<size_t>(round(hsv.v * (m_v_levels - 1)));
if (0 == v_quant)
{
goto end;
}
s_quant = static_cast<size_t>(round(hsv.s * (m_s_levels - 1)));
if (0 == s_quant)
{
goto end;
}
h_quant = static_cast<size_t>(round(hsv.h / 360.0 * (m_h_levels - 1)));
end:
result += h_quant;
result *= m_s_levels;
result += s_quant;
result *= m_v_levels;
result += v_quant;
return result;
}
struct ColourHSV ColourExtractor::dequantize(size_t colour) const
{
struct ColourHSV result;
size_t h_quant;
size_t s_quant;
size_t v_quant;
v_quant = colour % m_v_levels;
colour /= m_v_levels;
s_quant = colour % m_s_levels;
colour /= m_s_levels;
h_quant = colour % m_h_levels;
result.h = static_cast<double>(h_quant) * 360.0 / (m_h_levels - 1);
result.s = static_cast<double>(s_quant) / (m_s_levels - 1);
result.v = static_cast<double>(v_quant) / (m_v_levels - 1);
return result;
}
// PUBLIC FUNCS
void ColourExtractor::get_quantization_levels(size_t& h_levels,
size_t& s_levels, size_t& v_levels) const
{
h_levels = m_h_levels;
s_levels = m_s_levels;
v_levels = m_v_levels;
}
void ColourExtractor::set_quantization_levels(size_t h_levels, size_t s_levels,
size_t v_levels)
{
delete[] m_pixels;
m_h_levels = h_levels;
m_s_levels = s_levels;
m_v_levels = v_levels;
m_pixels = new size_t[m_h_levels * m_s_levels * m_v_levels];
memset(m_pixels, 0, m_h_levels * m_s_levels * m_v_levels * sizeof(size_t));
}
size_t ColourExtractor::get_h_quantization_levels() const
{
return m_h_levels;
}
void ColourExtractor::set_h_quantization_levels(size_t h_levels)
{
delete[] m_pixels;
m_h_levels = h_levels;
m_pixels = new size_t[m_h_levels * m_s_levels * m_v_levels];
memset(m_pixels, 0, m_h_levels * m_s_levels * m_v_levels * sizeof(size_t));
}
size_t ColourExtractor::get_s_quantization_levels() const
{
return m_s_levels;
}
void ColourExtractor::set_s_quantization_levels(size_t s_levels)
{
delete[] m_pixels;
m_s_levels = s_levels;
m_pixels = new size_t[m_h_levels * m_s_levels * m_v_levels];
memset(m_pixels, 0, m_h_levels * m_s_levels * m_v_levels * sizeof(size_t));
}
size_t ColourExtractor::get_v_quantization_levels() const
{
return m_v_levels;
}
void ColourExtractor::set_v_quantization_levels(size_t v_levels)
{
delete[] m_pixels;
m_v_levels = v_levels;
m_pixels = new size_t[m_h_levels * m_s_levels * m_v_levels];
memset(m_pixels, 0, m_h_levels * m_s_levels * m_v_levels * sizeof(size_t));
}
void ColourExtractor::add_pixel(struct ColourHSV hsv)
{
size_t colour_quant;
colour_quant = quantize(hsv);
m_pixels[colour_quant] += 1;
if (m_max_colour_count < m_pixels[colour_quant])
{
m_max_colour_count = m_pixels[colour_quant];
}
}
void ColourExtractor::clear_pixels()
{
for (size_t i = 0; i < m_h_levels * m_s_levels * m_v_levels; ++i)
{
m_pixels[i] = 0;
}
m_max_colour_count = 0;
}
struct ColourHSV ColourExtractor::extract_colour() const
{
struct ColourHSV result = {0.0, 0.0, 0.0};
struct ColourHSV temp_colour;
size_t max_colour_value = 0;
size_t temp_colour_value;
double temp_colour_weight;
for (size_t i = 0; i < m_h_levels * m_s_levels * m_v_levels; ++i)
{
if (0 == m_pixels[i])
{
continue;
}
temp_colour = dequantize(i);
temp_colour_weight = static_cast<double>(m_pixels[i]);
temp_colour_weight /= m_max_colour_count;
temp_colour_value = evaluate_colour(temp_colour, temp_colour_weight);
if (temp_colour_value > max_colour_value)
{
result = temp_colour;
max_colour_value = temp_colour_value;
}
}
return result;
}
ColourExtractor::~ColourExtractor()
{
delete[] m_pixels;
}

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#ifndef COLOUR_EXTRACTOR_H_
#define COLOUR_EXTRACTOR_H_
#include <stdint.h>
#include "colours.h"
class ColourExtractor
{
private:
// Holds all quantized pixels
size_t* m_pixels;
// Holds the ammount of the colour that appears the most
size_t m_max_colour_count;
// Quantization levels for the HSV colours
size_t m_h_levels;
size_t m_s_levels;
size_t m_v_levels;
// Quantizes the colour
size_t quantize(struct ColourHSV hsv) const;
// Dequantizes the colour
struct ColourHSV dequantize(size_t colour) const;
protected:
// Evaluates the given colour based on its weight
virtual size_t evaluate_colour(struct ColourHSV hsv, double weight)
const = 0;
public:
// Params: HSV quantization levels
ColourExtractor(size_t h_levels = 36, size_t s_levels = 10,
size_t v_levels = 10);
void get_quantization_levels(size_t& h_levels, size_t& s_levels,
size_t& v_levels) const;
// Note: clears all pixels
void set_quantization_levels(size_t h_levels, size_t s_levels,
size_t v_levels);
size_t get_h_quantization_levels() const;
// Note: clears all pixels
void set_h_quantization_levels(size_t h_levels);
size_t get_s_quantization_levels() const;
// Note: clears all pixels
void set_s_quantization_levels(size_t s_levels);
size_t get_v_quantization_levels() const;
// Note: clears all pixels
void set_v_quantization_levels(size_t v_levels);
// Adds a pixel to be considered for extraction
void add_pixel(struct ColourHSV hsv);
// Clears all pixels
void clear_pixels();
// Extracts a single colour from all added pixels
struct ColourHSV extract_colour() const;
~ColourExtractor();
};
#endif // COLOUR_EXTRACTOR_H_

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#include "colours.h"
#include <tgmath.h>
struct ColourRGB CMYKtoRGB(struct ColourCMYK cmyk)
{
struct ColourRGB result;
result.r = (1.0 - cmyk.c) * (1.0 - cmyk.k);
result.g = (1.0 - cmyk.m) * (1.0 - cmyk.k);
result.b = (1.0 - cmyk.y) * (1.0 - cmyk.k);
return result;
}
struct ColourRGB HSVtoRGB(struct ColourHSV hsv)
{
struct ColourRGB result;
double c;
double x;
double m;
c = hsv.s * hsv.v;
x = c * (1 - fabs(fmod(hsv.h / 60.0, 2) - 1));
m = hsv.v - c;
int angle = hsv.h / 60;
switch (angle)
{
// 0 - 60
case 6:
case 0:
result.r = c;
result.g = x;
result.b = 0;
break;
// 60 - 120
case 1:
result.r = x;
result.g = c;
result.b = 0;
break;
// 120 - 180
case 2:
result.r = 0;
result.g = c;
result.b = x;
break;
// 180 - 240
case 3:
result.r = 0;
result.g = x;
result.b = c;
break;
// 240 - 300
case 4:
result.r = x;
result.g = 0;
result.b = c;
break;
// 300 - 360
case 5:
result.r = c;
result.g = 0;
result.b = x;
break;
// Should never happen
default:
result.r = 0;
result.g = 0;
result.b = 0;
break;
}
result.r += m;
result.g += m;
result.b += m;
return result;
}
struct ColourRGB HSLtoRGB(struct ColourHSL hsl)
{
}
struct ColourCMYK RGBtoCMYK(struct ColourRGB rgb)
{
struct ColourCMYK result;
// max(r,g,b)
result.k = rgb.r > rgb.g ? rgb.r : rgb.g;
result.k = rgb.b > result.k ? rgb.b : result.k;
result.k = 1.0 - result.k;
if (1.0 == result.k)
{
result.c = 0;
result.m = 0;
result.y = 0;
}
else
{
result.c = (1.0 - rgb.r - result.k) / (1.0 - result.k);
result.m = (1.0 - rgb.g - result.k) / (1.0 - result.k);
result.y = (1.0 - rgb.b - result.k) / (1.0 - result.k);
}
return result;
}
struct ColourCMYK HSVtoCMYK(struct ColourHSV hsv)
{
struct ColourCMYK result;
result = RGBtoCMYK(HSVtoRGB(hsv));
return result;
}
struct ColourHSV RGBtoHSV(struct ColourRGB rgb)
{
struct ColourHSV result;
double c_max;
double c_min;
double delta;
// max(r,g,b)
c_max = rgb.r > rgb.g ? rgb.r : rgb.g;
c_max = rgb.b > c_max ? rgb.b : c_max;
// min(r,g,b)
c_min = rgb.r < rgb.g ? rgb.r : rgb.g;
c_min = rgb.b < c_min ? rgb.b : c_min;
delta = c_max - c_min;
if (delta > 0)
{
if (c_max == rgb.r)
{
result.h = 60 * fmod((rgb.g - rgb.b) / delta, 6);
}
else if (c_max == rgb.g)
{
result.h = 60 * ((rgb.b - rgb.r) / delta + 2);
}
else
{
result.h = 60 * ((rgb.r - rgb.g) / delta + 4);
}
if(c_max > 0)
{
result.s = delta / c_max;
}
else
{
result.s = 0;
}
result.v = c_max;
}
else
{
result.h = 0;
result.s = 0;
result.v = c_max;
}
if (result.h < 0)
{
result.h += 360;
}
return result;
}
struct ColourHSV CMYKtoHSV(struct ColourCMYK cmyk)
{
struct ColourHSV result;
result = RGBtoHSV(CMYKtoRGB(cmyk));
return result;
}

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#ifndef COLOURS_H_
#define COLOURS_H_
struct ColourRGB
{
double r;
double g;
double b;
};
struct ColourCMYK
{
double c;
double m;
double y;
double k;
};
struct ColourHSV
{
double h;
double s;
double v;
};
struct ColourHSL
{
double h;
double s;
double l;
};
struct ColourRGB CMYKtoRGB(struct ColourCMYK cmyk);
struct ColourRGB HSVtoRGB(struct ColourHSV hsv);
struct ColourRGB HSLtoRGB(struct ColourHSL hsl);
struct ColourCMYK RGBtoCMYK(struct ColourRGB rgb);
struct ColourCMYK HSVtoCMYK(struct ColourHSV hsv);
struct ColourCMYK HSLtoCMYK(struct ColourHSL hsl);
struct ColourHSV RGBtoHSV(struct ColourRGB rgb);
struct ColourHSV CMYKtoHSV(struct ColourCMYK cmyk);
struct ColourHSV HSLtoHSV(struct ColourHSL hsl);
struct ColourHSL RGBtoHSL(struct ColourRGB rgb);
struct ColourHSL CMYKtoHSL(struct ColourCMYK cmyk);
struct ColourHSL HSLtoHSL(struct ColourHSV hsv);
#endif // COLOURS_H_

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#include "complimentary_colour_extractor.h"
#include <math.h>
// CONSTRUCTORS
ComplimentaryColourExtractor::ComplimentaryColourExtractor(struct ColourHSV hsv,
size_t h_levels, size_t s_levels, size_t v_levels)
:ColourExtractor(h_levels, s_levels, v_levels), m_main_colour(hsv)
{
}
// PROTECTED FUNCS
size_t ComplimentaryColourExtractor::evaluate_colour(struct ColourHSV hsv,
double weight) const
{
size_t result = 0;
double angle_delta;
double additional_colour_weight;
if ((0.0 == hsv.s) || (0.0 == m_main_colour.s))
{
angle_delta = 180.0;
additional_colour_weight = 0.5;
}
else
{
additional_colour_weight = 1.0;
/* SECTION BEGIN */
angle_delta = fabs(hsv.h - m_main_colour.h);
if (angle_delta > 180.0F)
{
angle_delta = 360.0F - angle_delta;
}
/* SECTION END */
}
// result = static_cast<size_t>(round(1000.0 * pow(weight, 0.3) * hsv.v *
// fmin(1.0, hsv.v + hsv.s) * additional_colour_weight * angle_delta));
result = static_cast<size_t>(round(1000.0 * pow(weight, 0.3) * hsv.v *
additional_colour_weight * angle_delta));
return result;
}
// PUBLIC FUNCS
struct ColourHSV ComplimentaryColourExtractor::get_main_colour() const
{
return m_main_colour;
}
void ComplimentaryColourExtractor::set_main_colour(struct ColourHSV hsv)
{
m_main_colour = hsv;
}

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#ifndef COMPLIMENTARY_COLOUR_EXTRACTOR_H_
#define COMPLIMENTARY_COLOUR_EXTRACTOR_H_
#include "colour_extractor.h"
class ComplimentaryColourExtractor : public ColourExtractor
{
private:
// Main colour against which we are finding the complimentary
struct ColourHSV m_main_colour;
protected:
// Implemented - Evaluates the given colour based on its weight
virtual size_t evaluate_colour(struct ColourHSV hsv, double weight) const;
public:
ComplimentaryColourExtractor(struct ColourHSV hsv, size_t h_levels = 36,
size_t s_levels = 10, size_t v_levels = 10);
struct ColourHSV get_main_colour() const;
void set_main_colour(struct ColourHSV hsv);
};
#endif // COMPLIMENTARY_COLOUR_EXTRACTOR_H_

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#include <iostream>
#include <string>
#define STB_IMAGE_IMPLEMENTATION
#include "stb_image.h"
#define STB_IMAGE_WRITE_IMPLEMENTATION
#include "stb_image_write.h"
#include "Extractor.h"
using namespace std;
void usage(char *name)
{
cout << "Usage: " << name << " [input image]" << endl;
cout << "Supported image formats: JPG, PNG, TGA, BMP, GIF" << endl;
cout << "Image must have 3 or more channels" << endl;
}
int main(int argc, char **argv)
{
int x_size;
int y_size;
int channels;
int error;
unsigned char *image = nullptr;
PixelRGB pixel;
if (argc < 2)
{
cout << "Not enough arguments" << endl;
usage(argv[0]);
return -1;
}
error = stbi_info("argv", &x_size, &y_size, &channels);
if (1 != error)
{
cout << "Image type is not supported" << endl;
usage(argv[0]);
return -1;
}
if (channels < 3)
{
cout << "This image is in grayscale (it has no colour)" << endl;
usage(argv[0]);
return -1;
}
image = stbi_load("argv", &x_size, &y_size, &channels, 0);
if (nullptr == image)
{
cout << "Could not open image" << endl;
return -1;
}
for (int i = 0; i < x_size * y_size * channels; i += channels)
{
pixel.r = image[i + 0];
pixel.g = image[i + 1];
pixel.b = image[i + 2];
if (channels > 3)
{
// TODO: Handle alpha here
}
// TODO: Add pixel to evaluator here
}
stbi_image_free(image);
// TODO: Get main and comp colours here
// TODO: Print them to console
x_size = 16;
y_size = 16;
channels = 3;
image = new unsigned char[x_size * y_size * channels];
if (nullptr == image)
{
cout << "Could not allocate space for image" << endl;
return -1;
}
for (int i = 0; i < x_size * y_size; ++i)
{
// TODO: Fill image with pixel data here
}
stbi_write_png("main.png", x_size, y_size, channels, image, x_size * channels);
for (int i = 0; i < x_size * y_size; ++i)
{
// TODO: Fill image with pixel data here
}
stbi_write_png("comp.png", x_size, y_size, channels, image, x_size * channels);
delete[] image;
return 0;
}

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#include "main_colour_extractor.h"
#include <math.h>
// CONSTRUCTORS
MainColourExtractor::MainColourExtractor(double lightness_threshold,
size_t h_levels, size_t s_levels, size_t v_levels)
:ColourExtractor(h_levels, s_levels, v_levels),
m_lightness_threshold(lightness_threshold)
{
}
// PRIVATE FUNCS
double MainColourExtractor::calculate_lightness(struct ColourHSV hsv) const
{
double result = 0.0;
struct ColourRGB rgb;
rgb = HSVtoRGB(hsv);
result = 0.299F * rgb.r + 0.587F * rgb.g + 0.114F * rgb.b;
return result;
}
// PROTECTED FUNCS
size_t MainColourExtractor::evaluate_colour(struct ColourHSV hsv, double weight)
const
{
size_t result = 0;
double lightness;
lightness = calculate_lightness(hsv);
if (lightness >= m_lightness_threshold)
{
result = static_cast<size_t>(round(1000.0 * (pow(weight, 0.3) +
0.009999999776482582) * hsv.v * (hsv.s + 0.1)));
}
return result;
}
// PUBLIC FUNCS
double MainColourExtractor::get_lightness_threshold() const
{
return m_lightness_threshold;
}
void MainColourExtractor::set_lightness_threshold(double value)
{
m_lightness_threshold = value;
}

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#ifndef MAIN_COLOUR_EXTRACTOR_H_
#define MAIN_COLOUR_EXTRACTOR_H_
#include "colour_extractor.h"
class MainColourExtractor : public ColourExtractor
{
private:
// The minimum lightness a colour needs to have to be considered for
// evaluation
double m_lightness_threshold;
// Calculates the lightness of a colour
double calculate_lightness(struct ColourHSV hsv) const;
protected:
// Implemented - Evaluates the given colour based on its weight
virtual size_t evaluate_colour(struct ColourHSV hsv, double weight) const;
public:
MainColourExtractor(double lightness_threshold = 0.2, size_t h_levels = 36,
size_t s_levels = 10, size_t v_levels = 10);
double get_lightness_threshold() const;
void set_lightness_threshold(double value);
};
#endif // MAIN_COLOUR_EXTRACTOR_H_