【数字图像处理matlab】RGB转HIS,HIS转RGB
读入一张RGB图像,将其转换为HIS,再将HIS转换为RGB。
function F=color_processing(image)
%调用代码-----------------------------------------
%imageR=imread('flower.jpg');
%image=im2double(imageR);color_processing(image);
%------------------------------------------------
%RGB->HIS变换,rgb2hsv()
%从三维数组中提取三幅分量图像
R1=image(:,:,1);
G1=image(:,:,2);
B1=image(:,:,3);
I=(R1+G1+B1)/3; %亮度分量,范围[0,1]
m=min(min(R1,G1),B1);
S=1-3*m./(R1+G1+B1); %饱和度分量,范围[0,1]
theta=acos(((R1-G1)+(R1-B1))./(2*((R1-G1).^2+((R1-B1).*(G1-B1))).^(1/2))); %弧度
H=theta; %色度分量,以角度表示,范围是[0,1](弧度除以2*pi后)
if B1>G1
H=2*pi-theta;
end
if S==0
H=0;
end
H=H/(2*pi);
Image1=cat(3,H,S,I);
subplot(1,3,1),imshow(image);
title('RGB原图')
subplot(1,3,2),imshow(Image1);
title('转换后的HSI图像')
%HIS->RGB变换,Image1转为imdouble型
H1=Image1(:,:,1)*2*pi; %弧度
S1=Image1(:,:,2);
I1=Image1(:,:,3);
R1 = zeros(size(Image1, 1), size(Image1, 2));
G1= zeros(size(Image1, 1), size(Image1, 2));
B1 = zeros(size(Image1, 1), size(Image1, 2));
i= find( (0 <= H1) & (H1 < 2*pi/3));
B1(i) = I1(i) .* (1 - S1(i));
R1(i) = I1(i) .* (1 + S1(i) .* cos(H1(i)) ./ cos(pi/3 - H1(i)));
G1(i) = 3*I1(i) - (R1(i) + B1(i));
i = find( (2*pi/3 <= H1) & (H1 < 4*pi/3) );
R1(i) = I1(i) .* (1 - S1(i));
G1(i) = I1(i) .* (1 + S1(i) .* cos(H1(i) - 2*pi/3) ./ cos(pi - H1(i)));
B1(i) = 3*I1(i) - (R1(i) + G1(i));
i = find( (4*pi/3 <= H1) & (H1 <= 2*pi));
G1(i) = I1(i) .* (1 - S1(i));
B1(i) = I1(i) .* (1 + S1(i) .* cos(H1(i) - 4*pi/3) ./cos(5*pi/3 - H1(i)));
R1(i) = 3*I1(i) - (G1(i) + B1(i));
Image2 = cat(3, R1, G1, B1);
Image2 = max(min(Image2, 1), 0);
subplot(1,3,3),imshow(Image2);
title('转换回的RGB图像')
end
测试: