c++ - online - Algoritmo para convertir RGB a HSV y HSV a RGB en el rango 0-255 para ambos

rgb to hsv matlab

Question

Estoy buscando convertidor de espacio de color de RGB a HSV, específicamente para el rango de 0 a 255 para ambos espacios de color.

Answer 1

Aquí hay una implementación de C basada en los gráficos por computadora y modelado geométrico de Agoston : Implementación y algoritmos p. 304, con H ∈ [0, 360] y S , V ∈ [0, 1].

#include <math.h>
typedef struct {
double r; // ∈ [0, 1]
double g; // ∈ [0, 1]
double b; // ∈ [0, 1]
} rgb;
typedef struct {
double h; // ∈ [0, 360]
double s; // ∈ [0, 1]
double v; // ∈ [0, 1]
} hsv;
rgb hsv2rgb(hsv HSV)
{
rgb RGB;
double H = HSV.h, S = HSV.s, V = HSV.v,
P, Q, T,
fract;
(H == 360.)?(H = 0.):(H /= 60.);
fract = H - floor(H);
P = V*(1. - S);
Q = V*(1. - S*fract);
T = V*(1. - S*(1. - fract));
if (0. <= H && H < 1.)
RGB = (rgb){.r = V, .g = T, .b = P};
else if (1. <= H && H < 2.)
RGB = (rgb){.r = Q, .g = V, .b = P};
else if (2. <= H && H < 3.)
RGB = (rgb){.r = P, .g = V, .b = T};
else if (3. <= H && H < 4.)
RGB = (rgb){.r = P, .g = Q, .b = V};
else if (4. <= H && H < 5.)
RGB = (rgb){.r = T, .g = P, .b = V};
else if (5. <= H && H < 6.)
RGB = (rgb){.r = V, .g = P, .b = Q};
else
RGB = (rgb){.r = 0., .g = 0., .b = 0.};
return RGB;
}

Answer 2

Aquí hay uno que acabo de escribir esta mañana basado en casi la misma matemática que arriba:

/* math adapted from: http://www.rapidtables.com/convert/color/rgb-to-hsl.htm
* reasonably optimized for speed, without going crazy */
void rgb_to_hsv (int r, int g, int b, float *r_h, float *r_s, float *r_v) {
float rp, gp, bp, cmax, cmin, delta, l;
int cmaxwhich, cminwhich;
rp = ((float) r) / 255;
gp = ((float) g) / 255;
bp = ((float) b) / 255;
//debug ("rgb=%d,%d,%d rgbprime=%f,%f,%f", r, g, b, rp, gp, bp);
cmax = rp;
cmaxwhich = 0; /* faster comparison afterwards */
if (gp > cmax) { cmax = gp; cmaxwhich = 1; }
if (bp > cmax) { cmax = bp; cmaxwhich = 2; }
cmin = rp;
cminwhich = 0;
if (gp < cmin) { cmin = gp; cminwhich = 1; }
if (bp < cmin) { cmin = bp; cminwhich = 2; }
//debug ("cmin=%f,cmax=%f", cmin, cmax);
delta = cmax - cmin;
/* HUE */
if (delta == 0) {
*r_h = 0;
} else {
switch (cmaxwhich) {
case 0: /* cmax == rp */
*r_h = HUE_ANGLE * (fmod ((gp - bp) / delta, 6));
break;
case 1: /* cmax == gp */
*r_h = HUE_ANGLE * (((bp - rp) / delta) + 2);
break;
case 2: /* cmax == bp */
*r_h = HUE_ANGLE * (((rp - gp) / delta) + 4);
break;
}
if (*r_h < 0)
*r_h += 360;
}
/* LIGHTNESS/VALUE */
//l = (cmax + cmin) / 2;
*r_v = cmax;
/* SATURATION */
/*if (delta == 0) {
*r_s = 0;
} else {
*r_s = delta / (1 - fabs (1 - (2 * (l - 1))));
}*/
if (cmax == 0) {
*r_s = 0;
} else {
*r_s = delta / cmax;
}
//debug ("rgb=%d,%d,%d ---> hsv=%f,%f,%f", r, g, b, *r_h, *r_s, *r_v);
}
void hsv_to_rgb (float h, float s, float v, int *r_r, int *r_g, int *r_b) {
if (h > 360)
h -= 360;
if (h < 0)
h += 360;
h = CLAMP (h, 0, 360);
s = CLAMP (s, 0, 1);
v = CLAMP (v, 0, 1);
float c = v * s;
float x = c * (1 - fabsf (fmod ((h / HUE_ANGLE), 2) - 1));
float m = v - c;
float rp, gp, bp;
int a = h / 60;
//debug ("h=%f, a=%d", h, a);
switch (a) {
case 0:
rp = c;
gp = x;
bp = 0;
break;
case 1:
rp = x;
gp = c;
bp = 0;
break;
case 2:
rp = 0;
gp = c;
bp = x;
break;
case 3:
rp = 0;
gp = x;
bp = c;
break;
case 4:
rp = x;
gp = 0;
bp = c;
break;
default: // case 5:
rp = c;
gp = 0;
bp = x;
break;
}
*r_r = (rp + m) * 255;
*r_g = (gp + m) * 255;
*r_b = (bp + m) * 255;
//debug ("hsv=%f,%f,%f, ---> rgb=%d,%d,%d", h, s, v, *r_r, *r_g, *r_b);
}

Answer 3

Creé una implementación posiblemente más rápida utilizando un rango de valores 0-6 para Hue (evitando la división) y agrupando los casos en dos categorías:

#include <math.h>
#include <float.h>
void fromRGBtoHSV(float rgb[], float hsv[])
{
// for(int i=0; i<3; ++i)
// rgb[i] = max(0.0f, min(1.0f, rgb[i]));
hsv[0] = 0.0f;
hsv[2] = max(rgb[0], max(rgb[1], rgb[2]));
const float delta = hsv[2] - min(rgb[0], min(rgb[1], rgb[2]));
if (delta < FLT_MIN)
hsv[1] = 0.0f;
else
{
hsv[1] = delta / hsv[2];
if (rgb[0] >= hsv[2])
{
hsv[0] = (rgb[1] - rgb[2]) / delta;
if (hsv[0] < 0.0f)
hsv[0] += 6.0f;
}
else if (rgb[1] >= hsv[2])
hsv[0] = 2.0f + (rgb[2] - rgb[0]) / delta;
else
hsv[0] = 4.0f + (rgb[0] - rgb[1]) / delta;
}
}
void fromHSVtoRGB(const float hsv[], float rgb[])
{
if(hsv[1] < FLT_MIN)
rgb[0] = rgb[1] = rgb[2] = hsv[2];
else
{
const float h = hsv[0];
const int i = (int)h;
const float f = h - i;
const float p = hsv[2] * (1.0f - hsv[1]);
if (i & 1) {
const float q = hsv[2] * (1.0f - (hsv[1] * f));
switch(i) {
case 1:
rgb[0] = q;
rgb[1] = hsv[2];
rgb[2] = p;
break;
case 3:
rgb[0] = p;
rgb[1] = q;
rgb[2] = hsv[2];
break;
default:
rgb[0] = hsv[2];
rgb[1] = p;
rgb[2] = q;
break;
}
}
else
{
const float t = hsv[2] * (1.0f - (hsv[1] * (1.0f - f)));
switch(i) {
case 0:
rgb[0] = hsv[2];
rgb[1] = t;
rgb[2] = p;
break;
case 2:
rgb[0] = p;
rgb[1] = hsv[2];
rgb[2] = t;
break;
default:
rgb[0] = t;
rgb[1] = p;
rgb[2] = hsv[2];
break;
}
}
}
}

Answer 4

Escribí esto en HLSL para nuestro motor de renderizado, no tiene condiciones:

 float3 HSV2RGB( float3 _HSV )
{
_HSV.x = fmod( 100.0 + _HSV.x, 1.0 ); // Ensure [0,1[
float HueSlice = 6.0 * _HSV.x; // In [0,6[
float HueSliceInteger = floor( HueSlice );
float HueSliceInterpolant = HueSlice - HueSliceInteger; // In [0,1[ for each hue slice
float3 TempRGB = float3( _HSV.z * (1.0 - _HSV.y),
_HSV.z * (1.0 - _HSV.y * HueSliceInterpolant),
_HSV.z * (1.0 - _HSV.y * (1.0 - HueSliceInterpolant)) );
// The idea here to avoid conditions is to notice that the conversion code can be rewritten:
// if ( var_i == 0 ) { R = V ; G = TempRGB.z ; B = TempRGB.x }
// else if ( var_i == 2 ) { R = TempRGB.x ; G = V ; B = TempRGB.z }
// else if ( var_i == 4 ) { R = TempRGB.z ; G = TempRGB.x ; B = V }
//
// else if ( var_i == 1 ) { R = TempRGB.y ; G = V ; B = TempRGB.x }
// else if ( var_i == 3 ) { R = TempRGB.x ; G = TempRGB.y ; B = V }
// else if ( var_i == 5 ) { R = V ; G = TempRGB.x ; B = TempRGB.y }
//
// This shows several things:
// . A separation between even and odd slices
// . If slices (0,2,4) and (1,3,5) can be rewritten as basically being slices (0,1,2) then
// the operation simply amounts to performing a "rotate right" on the RGB components
// . The base value to rotate is either (V, B, R) for even slices or (G, V, R) for odd slices
//
float IsOddSlice = fmod( HueSliceInteger, 2.0 ); // 0 if even (slices 0, 2, 4), 1 if odd (slices 1, 3, 5)
float ThreeSliceSelector = 0.5 * (HueSliceInteger - IsOddSlice); // (0, 1, 2) corresponding to slices (0, 2, 4) and (1, 3, 5)
float3 ScrollingRGBForEvenSlices = float3( _HSV.z, TempRGB.zx ); // (V, Temp Blue, Temp Red) for even slices (0, 2, 4)
float3 ScrollingRGBForOddSlices = float3( TempRGB.y, _HSV.z, TempRGB.x ); // (Temp Green, V, Temp Red) for odd slices (1, 3, 5)
float3 ScrollingRGB = lerp( ScrollingRGBForEvenSlices, ScrollingRGBForOddSlices, IsOddSlice );
float IsNotFirstSlice = saturate( ThreeSliceSelector ); // 1 if NOT the first slice (true for slices 1 and 2)
float IsNotSecondSlice = saturate( ThreeSliceSelector-1.0 ); // 1 if NOT the first or second slice (true only for slice 2)
return lerp( ScrollingRGB.xyz, lerp( ScrollingRGB.zxy, ScrollingRGB.yzx, IsNotSecondSlice ), IsNotFirstSlice ); // Make the RGB rotate right depending on final slice index
}

Answer 5

Esto no es C, pero ciertamente funciona. Todos los demás métodos que veo aquí funcionan al juntar todo en partes de un hexágono y aproximar "ángulos" a partir de eso. Al comenzar con una ecuación diferente usando cosenos, y resolviendo para hs y v, obtienes una relación mucho más agradable entre hsv y rgb, y el tweening se vuelve más suave (a costa de ser mucho más lento).

Supongamos que todo es punto flotante. Si rg yb van de 0 a 1, h va de 0 a 2pi, v va de 0 a 4/3 ys va de 0 a 2/3.

El siguiente código está escrito en Lua. Es fácilmente traducible a cualquier otra cosa.

local hsv do
hsv ={}
local atan2 =math.atan2
local cos =math.cos
local sin =math.sin
function hsv.fromrgb(r,b,g)
local c=r+g+b
if c<1e-4 then
return 0,2/3,0
else
local p=2*(b*b+g*g+r*r-g*r-b*g-b*r)^0.5
local h=atan2(b-g,(2*r-b-g)/3^0.5)
local s=p/(c+p)
local v=(c+p)/3
return h,s,v
end
end
function hsv.torgb(h,s,v)
local r=v*(1+s*(cos(h)-1))
local g=v*(1+s*(cos(h-2.09439)-1))
local b=v*(1+s*(cos(h+2.09439)-1))
return r,g,b
end
function hsv.tween(h0,s0,v0,h1,s1,v1,t)
local dh=(h1-h0+3.14159)%6.28318-3.14159
local h=h0+t*dh
local s=s0+t*(s1-s0)
local v=v0+t*(v1-v0)
return h,s,v
end
end

Answer 6

La respuesta de @ fins tiene un problema de desbordamiento en Arduio a medida que bajas la saturación. Aquí está con algunos valores convertidos a int para evitar eso.

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, p, q, t;
unsigned int h, s, v, remainder;
if (hsv.s == 0)
{
rgb.r = hsv.v;
rgb.g = hsv.v;
rgb.b = hsv.v;
return rgb;
}
// converting to 16 bit to prevent overflow
h = hsv.h;
s = hsv.s;
v = hsv.v;
region = h / 43;
remainder = (h - (region * 43)) * 6;
p = (v * (255 - s)) >> 8;
q = (v * (255 - ((s * remainder) >> 8))) >> 8;
t = (v * (255 - ((s * (255 - remainder)) >> 8))) >> 8;
switch (region)
{
case 0:
rgb.r = v;
rgb.g = t;
rgb.b = p;
break;
case 1:
rgb.r = q;
rgb.g = v;
rgb.b = p;
break;
case 2:
rgb.r = p;
rgb.g = v;
rgb.b = t;
break;
case 3:
rgb.r = p;
rgb.g = q;
rgb.b = v;
break;
case 4:
rgb.r = t;
rgb.g = p;
rgb.b = v;
break;
default:
rgb.r = 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;
}

Answer 7

Los he usado durante mucho tiempo, no tengo idea de dónde vienen en este momento ... Tenga en cuenta que las entradas y salidas, a excepción del ángulo en grados, están en el rango de 0 a 1.0.

NOTA: este código no hace una comprobación de cordura real en las entradas. ¡Proceda con precaución!

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;
}

Answer 8

También puede probar este código sin flotantes (más rápido pero menos preciso):

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;
}

Answer 9

Versión de GLSL Shader basada en la respuesta de Patapoms:

vec3 HSV2RGB( vec3 hsv )
{
hsv.x = mod( 100.0 + hsv.x, 1.0 ); // Ensure [0,1[
float HueSlice = 6.0 * hsv.x; // In [0,6[
float HueSliceInteger = floor( HueSlice );
float HueSliceInterpolant = HueSlice - HueSliceInteger; // In [0,1[ for each hue slice
vec3 TempRGB = vec3( hsv.z * (1.0 - hsv.y), hsv.z * (1.0 - hsv.y * HueSliceInterpolant), hsv.z * (1.0 - hsv.y * (1.0 - HueSliceInterpolant)) );
float IsOddSlice = mod( HueSliceInteger, 2.0 ); // 0 if even (slices 0, 2, 4), 1 if odd (slices 1, 3, 5)
float ThreeSliceSelector = 0.5 * (HueSliceInteger - IsOddSlice); // (0, 1, 2) corresponding to slices (0, 2, 4) and (1, 3, 5)
vec3 ScrollingRGBForEvenSlices = vec3( hsv.z, TempRGB.zx ); // (V, Temp Blue, Temp Red) for even slices (0, 2, 4)
vec3 ScrollingRGBForOddSlices = vec3( TempRGB.y, hsv.z, TempRGB.x ); // (Temp Green, V, Temp Red) for odd slices (1, 3, 5)
vec3 ScrollingRGB = mix( ScrollingRGBForEvenSlices, ScrollingRGBForOddSlices, IsOddSlice );
float IsNotFirstSlice = clamp( ThreeSliceSelector, 0.0,1.0 ); // 1 if NOT the first slice (true for slices 1 and 2)
float IsNotSecondSlice = clamp( ThreeSliceSelector-1.0, 0.0,1. ); // 1 if NOT the first or second slice (true only for slice 2)
return mix( ScrollingRGB.xyz, mix( ScrollingRGB.zxy, ScrollingRGB.yzx, IsNotSecondSlice ), IsNotFirstSlice ); // Make the RGB rotate right depending on final slice index
}

Answer 10

esto debería estar aquí: funciona de todos modos. Y se ve bien en comparación con los anteriores.

 float3 Hue(float H)
{
half R = abs(H * 6 - 3) - 1;
half G = 2 - abs(H * 6 - 2);
half B = 2 - abs(H * 6 - 4);
return saturate(half3(R,G,B));
}
half4 HSVtoRGB(in half3 HSV)
{
return half4(((Hue(HSV.x) - 1) * HSV.y + 1) * HSV.z,1);
}

float3 es 16 bit precision vector3 tipo de datos, es decir float3 hue () devuelve un tipo de datos (x, y, z) ej. (r, g, b), la mitad es lo mismo con media precisión, 8bit, float4 es (r, g, b, a) 4 valores.

Answer 11

Este enlace tiene fórmulas para lo que quieres. Entonces es una cuestión de rendimiento (técnicas numéricas) si lo quieres rápido.

Answer 12

How is this algorithm-
void RGB_to_HSV(float R, float G, float B){
float H, S, V;
float Max, Min;
Max = max(R, G, B);
Min= min(R, G, B);
V= Max;
if(Max == 0){
s=0;
}
else{
s= Max-Min/Max;
}
if(s==0){
H = undefined;
}
else{
if(R == Max){
H = (G-B)*60/Max-Min;
if(H<0)
H+ = 360;
}
elseif(G==Max){
H = (B-R)*(60+120)/Max-Min;
}
else{
H = (R-G)*(60+240)/Max-Min;
}
}
printf(''H S V'');
}