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lightbalance.m
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%光照均衡模块，参考的https://blog.csdn.net/baolinq/article/details/78756322
function out = lightbalance(im,light_sen,light_enhance,ScienceMode,MutiScaleMode,AdaptiveEntropyMode)
[std_off,mean_off,weight_by_ent,ent]=pointcounter(im,1);
if AdaptiveEntropyMode==1 %对于特别特别暗的图像，完全没有必要去均衡，否则会出现暗斑，所以以此削弱其平衡能力
ent_loss=(1-sum(ent)/3/8)/2.5;
light_enhance=max(min(light_enhance+ent_loss,1),0.5);
end
[h,s,v]=rgb2hsv(im); %转到hsv空间，对亮度h处理
% 高斯滤波
if MutiScaleMode==0
HSIZE= 5;
SIGMA1=2;
% HSIZE= round((size(im,1)+size(im,2))/2/light_sen);%高斯卷积核尺寸
% SIGMA1=round(HSIZE/4) ;%论文里面的c
F1 = fspecial('gaussian',HSIZE,SIGMA1);
gaus= imfilter(v, F1, 'replicate');
else
HSIZE= min(size(im,1),size(im,2));%高斯卷积核尺寸
SIGMA1=HSIZE/4/light_sen;%论文里面的c
SIGMA2=HSIZE/light_sen;
SIGMA3=HSIZE*3/light_sen;
F1 = fspecial('gaussian',HSIZE,SIGMA1);
F2 = fspecial('gaussian',HSIZE,SIGMA2) ;
F3 = fspecial('gaussian',HSIZE,SIGMA3) ;
gaus1= imfilter(v, F1, 'replicate');
gaus2= imfilter(v, F2, 'replicate');
gaus3= imfilter(v, F3, 'replicate');
gaus=(gaus1+gaus2+gaus3)/3; %多尺度高斯卷积，加权，权重为1/3
end
if ScienceMode==1
figure;
imshow(gaus,[]);
title('光照分量');
end
%二维伽马卷积
m=mean(gaus(:));
% [w,height]=size(v);
% out=zeros(size(v));
gama=power(light_enhance,((m-gaus)/m));%根据公式gamma校正处理，论文公式有误
out=(power(v,gama));
% figure;
% imshow(out,[]);
out=uint8(hsv2rgb(h,s,out)*255); %转回rgb空间显示
if ScienceMode==1
figure;
imshow(out);
title('光平衡处理结果');
end
% toc;
end
%{
clc,close all;
tic;
im=imread('1128-2.jpg');
figure;
imshow(im);
title('原图');
[h,s,v]=rgb2hsv(im); %转到hsv空间，对亮度h处理
% 高斯滤波
HSIZE= min(size(im,1),size(im,2));%高斯卷积核尺寸
q=sqrt(2);
SIGMA1=15;%论文里面的c
SIGMA2=80;
SIGMA3=250;
F1 = fspecial('gaussian',HSIZE,SIGMA1/q);
F2 = fspecial('gaussian',HSIZE,SIGMA2/q) ;
F3 = fspecial('gaussian',HSIZE,SIGMA3/q) ;
gaus1= imfilter(v, F1, 'replicate');
gaus2= imfilter(v, F2, 'replicate');
gaus3= imfilter(v, F3, 'replicate');
gaus=(gaus1+gaus2+gaus3)/3; %多尺度高斯卷积，加权，权重为1/3
% gaus=(gaus*255);
figure;
imshow(gaus,[]);
title('光照分量');
%二维伽马卷积
m=mean(gaus(:));
[w,height]=size(v);
out=zeros(size(v));
gama=power(0.5,((m-gaus)/m));%根据公式gamma校正处理，论文公式有误
out=(power(v,gama));
figure;
imshow(out,[]);
rgb=hsv2rgb(h,s,out); %转回rgb空间显示
figure;
imshow(rgb);
title('处理结果')
toc;
%}
%{
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/***
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* │Esc│ │ F1│ F2│ F3│ F4│ │ F5│ F6│ F7│ F8│ │ F9│F10│F11│F12│ │P/S│S L│P/B│ ┌┐ ┌┐ ┌┐
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* │~ `│! 1│@ 2│# 3│$ 4│% 5│^ 6│& 7│* 8│( 9│) 0│_ -│+ =│ BacSp │ │Ins│Hom│PUp│ │N L│ / │ * │ - │
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* │ Tab │ Q │ W │ E │ R │ T │ Y │ U │ I │ O │ P │{ [│} ]│ | \ │ │Del│End│PDn│ │ 7 │ 8 │ 9 │ │
* ├─────┴┬──┴┬──┴┬──┴┬──┴┬──┴┬──┴┬──┴┬──┴┬──┴┬──┴┬──┴┬──┴─────┤ └───┴───┴───┘ ├───┼───┼───┤ + │
* │ Caps │ A │ S │ D │ F │ G │ H │ J │ K │ L │: ;│" '│ Enter │ │ 4 │ 5 │ 6 │ │
* ├──────┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴─┬─┴────────┤ ┌───┐ ├───┼───┼───┼───┤
* │ Shift │ Z │ X │ C │ V │ B │ N │ M │< ,│> .│? /│ Shift │ │ ↑ │ │ 1 │ 2 │ 3 │ │
* ├─────┬──┴─┬─┴──┬┴───┴───┴───┴───┴───┴──┬┴───┼───┴┬────┬────┤ ┌───┼───┼───┐ ├───┴───┼───┤ E││
* │ Ctrl│ │Alt │ Space │ Alt│ │ │Ctrl│ │ ← │ ↓ │ → │ │ 0 │ . │←─┘│
* └─────┴────┴────┴───────────────────────┴────┴────┴────┴────┘ └───┴───┴───┘ └───────┴───┴───┘
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*/
%}