Added old extractors
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195
colour_extractor.cpp
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195
colour_extractor.cpp
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#include "colour_extractor.h"
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#include <math.h>
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#include <string.h>
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// CONSTRUCTORS
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ColourExtractor::ColourExtractor(size_t h_levels, size_t s_levels,
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size_t v_levels)
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:m_pixels(NULL), m_max_colour_count(0), m_h_levels(h_levels),
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m_s_levels(s_levels), m_v_levels(v_levels)
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{
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m_pixels = new size_t[m_h_levels * m_s_levels * m_v_levels];
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memset(m_pixels, 0, m_h_levels * m_s_levels * m_v_levels * sizeof(size_t));
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}
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// PROTECTED FUNCS
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size_t ColourExtractor::quantize(struct ColourHSV hsv) const
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{
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size_t result = 0;
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size_t h_quant = 0;
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size_t s_quant = 0;
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size_t v_quant = 0;
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v_quant = static_cast<size_t>(round(hsv.v * (m_v_levels - 1)));
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if (0 == v_quant)
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{
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goto end;
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}
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s_quant = static_cast<size_t>(round(hsv.s * (m_s_levels - 1)));
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if (0 == s_quant)
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{
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goto end;
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}
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h_quant = static_cast<size_t>(round(hsv.h / 360.0 * (m_h_levels - 1)));
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end:
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result += h_quant;
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result *= m_s_levels;
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result += s_quant;
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result *= m_v_levels;
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result += v_quant;
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return result;
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}
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struct ColourHSV ColourExtractor::dequantize(size_t colour) const
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{
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struct ColourHSV result;
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size_t h_quant;
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size_t s_quant;
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size_t v_quant;
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v_quant = colour % m_v_levels;
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colour /= m_v_levels;
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s_quant = colour % m_s_levels;
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colour /= m_s_levels;
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h_quant = colour % m_h_levels;
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result.h = static_cast<double>(h_quant) * 360.0 / (m_h_levels - 1);
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result.s = static_cast<double>(s_quant) / (m_s_levels - 1);
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result.v = static_cast<double>(v_quant) / (m_v_levels - 1);
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return result;
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}
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// PUBLIC FUNCS
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void ColourExtractor::get_quantization_levels(size_t& h_levels,
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size_t& s_levels, size_t& v_levels) const
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{
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h_levels = m_h_levels;
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s_levels = m_s_levels;
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v_levels = m_v_levels;
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}
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void ColourExtractor::set_quantization_levels(size_t h_levels, size_t s_levels,
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size_t v_levels)
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{
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delete[] m_pixels;
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m_h_levels = h_levels;
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m_s_levels = s_levels;
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m_v_levels = v_levels;
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m_pixels = new size_t[m_h_levels * m_s_levels * m_v_levels];
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memset(m_pixels, 0, m_h_levels * m_s_levels * m_v_levels * sizeof(size_t));
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}
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size_t ColourExtractor::get_h_quantization_levels() const
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{
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return m_h_levels;
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}
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void ColourExtractor::set_h_quantization_levels(size_t h_levels)
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{
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delete[] m_pixels;
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m_h_levels = h_levels;
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m_pixels = new size_t[m_h_levels * m_s_levels * m_v_levels];
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memset(m_pixels, 0, m_h_levels * m_s_levels * m_v_levels * sizeof(size_t));
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}
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size_t ColourExtractor::get_s_quantization_levels() const
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{
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return m_s_levels;
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}
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void ColourExtractor::set_s_quantization_levels(size_t s_levels)
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{
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delete[] m_pixels;
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m_s_levels = s_levels;
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m_pixels = new size_t[m_h_levels * m_s_levels * m_v_levels];
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memset(m_pixels, 0, m_h_levels * m_s_levels * m_v_levels * sizeof(size_t));
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}
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size_t ColourExtractor::get_v_quantization_levels() const
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{
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return m_v_levels;
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}
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void ColourExtractor::set_v_quantization_levels(size_t v_levels)
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{
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delete[] m_pixels;
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m_v_levels = v_levels;
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m_pixels = new size_t[m_h_levels * m_s_levels * m_v_levels];
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memset(m_pixels, 0, m_h_levels * m_s_levels * m_v_levels * sizeof(size_t));
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}
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void ColourExtractor::add_pixel(struct ColourHSV hsv)
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{
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size_t colour_quant;
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colour_quant = quantize(hsv);
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m_pixels[colour_quant] += 1;
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if (m_max_colour_count < m_pixels[colour_quant])
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{
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m_max_colour_count = m_pixels[colour_quant];
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}
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}
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void ColourExtractor::clear_pixels()
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{
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for (size_t i = 0; i < m_h_levels * m_s_levels * m_v_levels; ++i)
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{
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m_pixels[i] = 0;
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}
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m_max_colour_count = 0;
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}
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struct ColourHSV ColourExtractor::extract_colour() const
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{
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struct ColourHSV result = {0.0, 0.0, 0.0};
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struct ColourHSV temp_colour;
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size_t max_colour_value = 0;
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size_t temp_colour_value;
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double temp_colour_weight;
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for (size_t i = 0; i < m_h_levels * m_s_levels * m_v_levels; ++i)
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{
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if (0 == m_pixels[i])
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{
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continue;
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}
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temp_colour = dequantize(i);
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temp_colour_weight = static_cast<double>(m_pixels[i]);
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temp_colour_weight /= m_max_colour_count;
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temp_colour_value = evaluate_colour(temp_colour, temp_colour_weight);
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if (temp_colour_value > max_colour_value)
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{
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result = temp_colour;
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max_colour_value = temp_colour_value;
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}
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}
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return result;
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}
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ColourExtractor::~ColourExtractor()
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{
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delete[] m_pixels;
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}
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72
colour_extractor.h
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72
colour_extractor.h
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#ifndef COLOUR_EXTRACTOR_H_
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#define COLOUR_EXTRACTOR_H_
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#include <stdint.h>
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#include "colours.h"
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class ColourExtractor
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{
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private:
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// Holds all quantized pixels
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size_t* m_pixels;
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// Holds the ammount of the colour that appears the most
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size_t m_max_colour_count;
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// Quantization levels for the HSV colours
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size_t m_h_levels;
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size_t m_s_levels;
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size_t m_v_levels;
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// Quantizes the colour
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size_t quantize(struct ColourHSV hsv) const;
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// Dequantizes the colour
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struct ColourHSV dequantize(size_t colour) const;
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protected:
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// Evaluates the given colour based on its weight
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virtual size_t evaluate_colour(struct ColourHSV hsv, double weight)
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const = 0;
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public:
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// Params: HSV quantization levels
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ColourExtractor(size_t h_levels = 36, size_t s_levels = 10,
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size_t v_levels = 10);
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void get_quantization_levels(size_t& h_levels, size_t& s_levels,
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size_t& v_levels) const;
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// Note: clears all pixels
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void set_quantization_levels(size_t h_levels, size_t s_levels,
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size_t v_levels);
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size_t get_h_quantization_levels() const;
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// Note: clears all pixels
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void set_h_quantization_levels(size_t h_levels);
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size_t get_s_quantization_levels() const;
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// Note: clears all pixels
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void set_s_quantization_levels(size_t s_levels);
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size_t get_v_quantization_levels() const;
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// Note: clears all pixels
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void set_v_quantization_levels(size_t v_levels);
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// Adds a pixel to be considered for extraction
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void add_pixel(struct ColourHSV hsv);
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// Clears all pixels
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void clear_pixels();
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// Extracts a single colour from all added pixels
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struct ColourHSV extract_colour() const;
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~ColourExtractor();
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};
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#endif // COLOUR_EXTRACTOR_H_
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188
colours.c
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188
colours.c
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#include "colours.h"
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#include <tgmath.h>
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struct ColourRGB CMYKtoRGB(struct ColourCMYK cmyk)
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{
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struct ColourRGB result;
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result.r = (1.0 - cmyk.c) * (1.0 - cmyk.k);
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result.g = (1.0 - cmyk.m) * (1.0 - cmyk.k);
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result.b = (1.0 - cmyk.y) * (1.0 - cmyk.k);
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return result;
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}
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struct ColourRGB HSVtoRGB(struct ColourHSV hsv)
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{
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struct ColourRGB result;
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double c;
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double x;
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double m;
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c = hsv.s * hsv.v;
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x = c * (1 - fabs(fmod(hsv.h / 60.0, 2) - 1));
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m = hsv.v - c;
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int angle = hsv.h / 60;
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switch (angle)
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{
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// 0 - 60
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case 6:
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case 0:
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result.r = c;
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result.g = x;
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result.b = 0;
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break;
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// 60 - 120
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case 1:
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result.r = x;
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result.g = c;
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result.b = 0;
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break;
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// 120 - 180
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case 2:
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result.r = 0;
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result.g = c;
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result.b = x;
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break;
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// 180 - 240
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case 3:
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result.r = 0;
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result.g = x;
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result.b = c;
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break;
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// 240 - 300
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case 4:
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result.r = x;
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result.g = 0;
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result.b = c;
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break;
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// 300 - 360
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case 5:
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result.r = c;
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result.g = 0;
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result.b = x;
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break;
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// Should never happen
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default:
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result.r = 0;
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result.g = 0;
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result.b = 0;
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break;
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}
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result.r += m;
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result.g += m;
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result.b += m;
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return result;
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}
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struct ColourRGB HSLtoRGB(struct ColourHSL hsl)
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{
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}
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struct ColourCMYK RGBtoCMYK(struct ColourRGB rgb)
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{
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struct ColourCMYK result;
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// max(r,g,b)
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result.k = rgb.r > rgb.g ? rgb.r : rgb.g;
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result.k = rgb.b > result.k ? rgb.b : result.k;
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result.k = 1.0 - result.k;
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if (1.0 == result.k)
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{
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result.c = 0;
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result.m = 0;
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result.y = 0;
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}
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else
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{
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result.c = (1.0 - rgb.r - result.k) / (1.0 - result.k);
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result.m = (1.0 - rgb.g - result.k) / (1.0 - result.k);
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result.y = (1.0 - rgb.b - result.k) / (1.0 - result.k);
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}
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return result;
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}
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struct ColourCMYK HSVtoCMYK(struct ColourHSV hsv)
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{
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struct ColourCMYK result;
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result = RGBtoCMYK(HSVtoRGB(hsv));
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return result;
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}
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struct ColourHSV RGBtoHSV(struct ColourRGB rgb)
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{
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struct ColourHSV result;
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double c_max;
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double c_min;
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double delta;
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// max(r,g,b)
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c_max = rgb.r > rgb.g ? rgb.r : rgb.g;
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c_max = rgb.b > c_max ? rgb.b : c_max;
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// min(r,g,b)
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c_min = rgb.r < rgb.g ? rgb.r : rgb.g;
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c_min = rgb.b < c_min ? rgb.b : c_min;
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delta = c_max - c_min;
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if (delta > 0)
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{
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if (c_max == rgb.r)
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{
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result.h = 60 * fmod((rgb.g - rgb.b) / delta, 6);
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}
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else if (c_max == rgb.g)
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{
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result.h = 60 * ((rgb.b - rgb.r) / delta + 2);
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}
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else
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{
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result.h = 60 * ((rgb.r - rgb.g) / delta + 4);
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}
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if(c_max > 0)
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{
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result.s = delta / c_max;
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}
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else
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{
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result.s = 0;
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}
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result.v = c_max;
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}
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else
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{
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result.h = 0;
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result.s = 0;
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result.v = c_max;
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}
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if (result.h < 0)
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{
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result.h += 360;
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}
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return result;
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}
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struct ColourHSV CMYKtoHSV(struct ColourCMYK cmyk)
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{
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struct ColourHSV result;
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result = RGBtoHSV(CMYKtoRGB(cmyk));
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return result;
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}
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49
colours.h
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49
colours.h
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#ifndef COLOURS_H_
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#define COLOURS_H_
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struct ColourRGB
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{
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double r;
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double g;
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double b;
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};
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struct ColourCMYK
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{
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double c;
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double m;
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double y;
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double k;
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};
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struct ColourHSV
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{
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double h;
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double s;
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double v;
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};
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struct ColourHSL
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{
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double h;
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double s;
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double l;
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};
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struct ColourRGB CMYKtoRGB(struct ColourCMYK cmyk);
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struct ColourRGB HSVtoRGB(struct ColourHSV hsv);
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struct ColourRGB HSLtoRGB(struct ColourHSL hsl);
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struct ColourCMYK RGBtoCMYK(struct ColourRGB rgb);
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struct ColourCMYK HSVtoCMYK(struct ColourHSV hsv);
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struct ColourCMYK HSLtoCMYK(struct ColourHSL hsl);
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struct ColourHSV RGBtoHSV(struct ColourRGB rgb);
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struct ColourHSV CMYKtoHSV(struct ColourCMYK cmyk);
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struct ColourHSV HSLtoHSV(struct ColourHSL hsl);
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struct ColourHSL RGBtoHSL(struct ColourRGB rgb);
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struct ColourHSL CMYKtoHSL(struct ColourCMYK cmyk);
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struct ColourHSL HSLtoHSL(struct ColourHSV hsv);
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#endif // COLOURS_H_
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55
complimentary_colour_extractor.cpp
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55
complimentary_colour_extractor.cpp
Normal file
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#include "complimentary_colour_extractor.h"
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#include <math.h>
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// CONSTRUCTORS
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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;
|
||||
}
|
||||
24
complimentary_colour_extractor.h
Normal file
24
complimentary_colour_extractor.h
Normal file
@ -0,0 +1,24 @@
|
||||
#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_
|
||||
103
main.cpp
103
main.cpp
@ -0,0 +1,103 @@
|
||||
#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;
|
||||
}
|
||||
51
main_colour_extractor.cpp
Normal file
51
main_colour_extractor.cpp
Normal file
@ -0,0 +1,51 @@
|
||||
#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;
|
||||
}
|
||||
28
main_colour_extractor.h
Normal file
28
main_colour_extractor.h
Normal file
@ -0,0 +1,28 @@
|
||||
#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_
|
||||
Loading…
Reference in New Issue
Block a user