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資源簡介

這是圖像增強(qiáng)代碼的整理,也是基礎(chǔ)常見的圖像增強(qiáng)代碼,共六種:Retinex圖像增強(qiáng)(3種)、灰度拉伸、直方圖均衡化、自適應(yīng)直方圖均衡化等,代碼均可正常運(yùn)行,省去了你去到處搜索的時(shí)間,更專注于自己的實(shí)驗(yàn)。

資源截圖

代碼片段和文件信息

%%%?MSR
clc;
clear;
close;
I?=?imread(‘C:\Users\shou\Desktop\010.jpg‘);
R?=?I(:?:?1);
G?=?I(:?:?2);
B?=?I(:?:?3);
R0?=?double(R);
G0?=?double(G);
B0?=?double(B);



[N1?M1]?=?size(R0);

Rlog?=?log(R0+1);%增強(qiáng)原理第一步取對(duì)數(shù)
Rfft2?=?fft2(R0);%進(jìn)行二維傅里葉變換,將R通道分量由空間域變?yōu)轭l率域


sigma1?=?1800;
F1?=?fspecial(‘gaussian‘?[N1M1]?sigma1);%高斯低通濾波,有兩個(gè)參數(shù),hsize表示模板尺寸,默認(rèn)值為【3?3】,sigma為濾波器的標(biāo)準(zhǔn)值,單位為像素,默認(rèn)值為0.5.
%F1?=?fspecial(‘unsharp‘?0.2);????????????????????????????F1為一個(gè)二維濾波器?
Efft1?=?fft2(double(F1));%進(jìn)行傅里葉變換,將濾波器F1由空間域變?yōu)轭l率域

%第二步高斯模板對(duì)原圖像作卷積,即相當(dāng)于對(duì)原圖像作低通濾波,得到低通濾波后的圖像D(xy)
DR0?=?Rfft2.*?Efft1;?%R分量和濾波器進(jìn)行點(diǎn)乘
DR?=?ifft2(DR0);%進(jìn)行傅里葉反變換,將頻率域變?yōu)榭臻g域

%第三步在對(duì)數(shù)域中,用原圖像減去低通濾波后的圖像,得到高頻增強(qiáng)的圖像G(xy)=S’(xy)-log(D(xy))
DRlog?=?log(DR?+1);
Rr1?=?Rlog?-?DRlog;

sigma2?=?2500;
%sigma2?=?2500;
F

?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2020-04-23?00:18??增強(qiáng)\
?????目錄???????????0??2020-04-23?00:10??增強(qiáng)\Retinex\
?????文件????????2702??2020-04-23?00:10??增強(qiáng)\Retinex\MSR.m
?????文件????????3132??2020-02-10?20:06??增強(qiáng)\Retinex\MSRCR.m
?????文件????????1146??2020-02-05?16:57??增強(qiáng)\Retinex\SSR.m
?????目錄???????????0??2020-04-23?00:18??增強(qiáng)\灰度變換\
?????文件?????????754??2020-04-23?00:17??增強(qiáng)\灰度變換\huidubianhuan.m
?????目錄???????????0??2020-04-23?00:18??增強(qiáng)\直方圖均衡化\
?????文件?????????258??2020-04-23?00:17??增強(qiáng)\直方圖均衡化\zhifangtujunhenghua.m
?????目錄???????????0??2020-04-23?00:13??增強(qiáng)\自適應(yīng)直方圖均衡化\
?????文件?????????260??2020-01-05?15:42??增強(qiáng)\自適應(yīng)直方圖均衡化\CLAHE.m

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