I am looking for color space converter from RGB to HSV, specifically for the range 0 to 255 for both color spaces.
RGB = hsv2rgb( HSV ) converts the hue, saturation, and value (HSV) values of an HSV image to red, green, and blue values of an RGB image. rgbmap = hsv2rgb( hsvmap ) converts an HSV colormap to an RGB colormap.
To convert RGB color values to HSV color values in Python, import colorsys library, call rgb_to_hsv() function, and pass the Red, Green, and Blue values as arguments. rgb_to_hsv() function takes Red, Blue, and Green values as arguments, and returns a tuple containing Hue, Saturation, and Value.
Algorithm Steps In the HSV representation of color, hue determines the color you want, saturation determines how intense the color is and value determines the lightness of the image. As can be seen in the image below, 0 on the wheel would specify a mild red color and 240 would specify a blue color.
I've used these for a long time - no idea where they came from at this point... Note that the inputs and outputs, except for the angle in degrees, are in the range of 0 to 1.0.
NOTE: this code does no real sanity checking on inputs. Proceed with caution!
typedef struct { double r; // a fraction between 0 and 1 double g; // a fraction between 0 and 1 double b; // a fraction between 0 and 1 } rgb; typedef struct { double h; // angle in degrees double s; // a fraction between 0 and 1 double v; // a fraction between 0 and 1 } hsv; static hsv rgb2hsv(rgb in); static rgb hsv2rgb(hsv in); hsv rgb2hsv(rgb in) { hsv out; double min, max, delta; min = in.r < in.g ? in.r : in.g; min = min < in.b ? min : in.b; max = in.r > in.g ? in.r : in.g; max = max > in.b ? max : in.b; out.v = max; // v delta = max - min; if (delta < 0.00001) { out.s = 0; out.h = 0; // undefined, maybe nan? return out; } if( max > 0.0 ) { // NOTE: if Max is == 0, this divide would cause a crash out.s = (delta / max); // s } else { // if max is 0, then r = g = b = 0 // s = 0, h is undefined out.s = 0.0; out.h = NAN; // its now undefined return out; } if( in.r >= max ) // > is bogus, just keeps compilor happy out.h = ( in.g - in.b ) / delta; // between yellow & magenta else if( in.g >= max ) out.h = 2.0 + ( in.b - in.r ) / delta; // between cyan & yellow else out.h = 4.0 + ( in.r - in.g ) / delta; // between magenta & cyan out.h *= 60.0; // degrees if( out.h < 0.0 ) out.h += 360.0; return out; } rgb hsv2rgb(hsv in) { double hh, p, q, t, ff; long i; rgb out; if(in.s <= 0.0) { // < is bogus, just shuts up warnings out.r = in.v; out.g = in.v; out.b = in.v; return out; } hh = in.h; if(hh >= 360.0) hh = 0.0; hh /= 60.0; i = (long)hh; ff = hh - i; p = in.v * (1.0 - in.s); q = in.v * (1.0 - (in.s * ff)); t = in.v * (1.0 - (in.s * (1.0 - ff))); switch(i) { case 0: out.r = in.v; out.g = t; out.b = p; break; case 1: out.r = q; out.g = in.v; out.b = p; break; case 2: out.r = p; out.g = in.v; out.b = t; break; case 3: out.r = p; out.g = q; out.b = in.v; break; case 4: out.r = t; out.g = p; out.b = in.v; break; case 5: default: out.r = in.v; out.g = p; out.b = q; break; } return out; }
You can also try this code without floats (faster but less accurate):
typedef struct RgbColor { unsigned char r; unsigned char g; unsigned char b; } RgbColor; typedef struct HsvColor { unsigned char h; unsigned char s; unsigned char v; } HsvColor; RgbColor HsvToRgb(HsvColor hsv) { RgbColor rgb; unsigned char region, remainder, p, q, t; if (hsv.s == 0) { rgb.r = hsv.v; rgb.g = hsv.v; rgb.b = hsv.v; return rgb; } region = hsv.h / 43; remainder = (hsv.h - (region * 43)) * 6; p = (hsv.v * (255 - hsv.s)) >> 8; q = (hsv.v * (255 - ((hsv.s * remainder) >> 8))) >> 8; t = (hsv.v * (255 - ((hsv.s * (255 - remainder)) >> 8))) >> 8; switch (region) { case 0: rgb.r = hsv.v; rgb.g = t; rgb.b = p; break; case 1: rgb.r = q; rgb.g = hsv.v; rgb.b = p; break; case 2: rgb.r = p; rgb.g = hsv.v; rgb.b = t; break; case 3: rgb.r = p; rgb.g = q; rgb.b = hsv.v; break; case 4: rgb.r = t; rgb.g = p; rgb.b = hsv.v; break; default: rgb.r = hsv.v; rgb.g = p; rgb.b = q; break; } return rgb; } HsvColor RgbToHsv(RgbColor rgb) { HsvColor hsv; unsigned char rgbMin, rgbMax; rgbMin = rgb.r < rgb.g ? (rgb.r < rgb.b ? rgb.r : rgb.b) : (rgb.g < rgb.b ? rgb.g : rgb.b); rgbMax = rgb.r > rgb.g ? (rgb.r > rgb.b ? rgb.r : rgb.b) : (rgb.g > rgb.b ? rgb.g : rgb.b); hsv.v = rgbMax; if (hsv.v == 0) { hsv.h = 0; hsv.s = 0; return hsv; } hsv.s = 255 * long(rgbMax - rgbMin) / hsv.v; if (hsv.s == 0) { hsv.h = 0; return hsv; } if (rgbMax == rgb.r) hsv.h = 0 + 43 * (rgb.g - rgb.b) / (rgbMax - rgbMin); else if (rgbMax == rgb.g) hsv.h = 85 + 43 * (rgb.b - rgb.r) / (rgbMax - rgbMin); else hsv.h = 171 + 43 * (rgb.r - rgb.g) / (rgbMax - rgbMin); return hsv; }
Note that this algorithm uses 0-255
as it's range (not 0-360
) as that was requested by the author of this question.
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