資源簡(jiǎn)介
基于BP神經(jīng)網(wǎng)絡(luò)的高斯模糊圖像復(fù)原的方法實(shí)現(xiàn),結(jié)合了BP神經(jīng)網(wǎng)絡(luò)良好的非線性逼近功能,效果較傳統(tǒng)的算法更好。
代碼片段和文件信息
function?PSNR=Cal_PSNR(img1img2)
%?The?function?takes?two?equal?images?and?calculates?the?peak
%?Signal?Noise?ratio.
%?Usage:? PSNR=Cal_PSNR(img1img2)
%?where A:? first?image
% B: second?image
% NSIZE: size?of?the?images
ms_error=mse1(img1img2);
%l=max(max(img1));
%l=double(l);
if?(ms_error~=0)
????psnrR=(255*255)./ms_error;
????PSNR=10*log10(psnrR);
else?
???psnrR=(255*255)./(ms_error+0.0001);
???PSNR=10*log10(psnrR);
end
?屬性????????????大小?????日期????時(shí)間???名稱
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?????文件???????2726??2011-05-24?14:30??[實(shí)現(xiàn)]基于神經(jīng)網(wǎng)絡(luò)的退化圖像復(fù)原算法研究\blurred_Cameraman.jpg
?????文件??????17054??2011-05-24?14:58??[實(shí)現(xiàn)]基于神經(jīng)網(wǎng)絡(luò)的退化圖像復(fù)原算法研究\blurred_Lenna_image.tif
?????文件????????454??2011-03-05?12:04??[實(shí)現(xiàn)]基于神經(jīng)網(wǎng)絡(luò)的退化圖像復(fù)原算法研究\Cal_PSNR.m
?????文件??????10750??2011-01-16?20:07??[實(shí)現(xiàn)]基于神經(jīng)網(wǎng)絡(luò)的退化圖像復(fù)原算法研究\Cameraman.jpg
?????文件??????65646??2011-01-16?19:59??[實(shí)現(xiàn)]基于神經(jīng)網(wǎng)絡(luò)的退化圖像復(fù)原算法研究\Lenna_gray.tif
?????文件????????459??2011-03-05?12:04??[實(shí)現(xiàn)]基于神經(jīng)網(wǎng)絡(luò)的退化圖像復(fù)原算法研究\mse1.m
?????文件???????4796??2011-05-23?16:13??[實(shí)現(xiàn)]基于神經(jīng)網(wǎng)絡(luò)的退化圖像復(fù)原算法研究\restored_Cameraman_image.tif
?????文件???????2948??2011-05-24?14:30??[實(shí)現(xiàn)]基于神經(jīng)網(wǎng)絡(luò)的退化圖像復(fù)原算法研究\restrored_Cameraman.jpg
?????文件???????3564??2011-05-24?15:29??[實(shí)現(xiàn)]基于神經(jīng)網(wǎng)絡(luò)的退化圖像復(fù)原算法研究\restrored_Lenna.jpg
?????文件???????6018??2011-03-05?12:04??[實(shí)現(xiàn)]基于神經(jīng)網(wǎng)絡(luò)的退化圖像復(fù)原算法研究\ssim_index.m
?????文件???????1745??2011-05-24?19:32??[實(shí)現(xiàn)]基于神經(jīng)網(wǎng)絡(luò)的退化圖像復(fù)原算法研究\test_code_Cameraman.m
?????文件???????2078??2011-05-24?17:27??[實(shí)現(xiàn)]基于神經(jīng)網(wǎng)絡(luò)的退化圖像復(fù)原算法研究\train_code.asv
?????文件???????1964??2011-06-02?09:24??[實(shí)現(xiàn)]基于神經(jīng)網(wǎng)絡(luò)的退化圖像復(fù)原算法研究\train_code.m
?????文件????1135038??2010-12-22?12:59??[實(shí)現(xiàn)]基于神經(jīng)網(wǎng)絡(luò)的退化圖像復(fù)原算法研究\基于神經(jīng)網(wǎng)絡(luò)的退化圖像復(fù)原算法研究.pdf
?????目錄??????????0??2011-05-24?21:11??[實(shí)現(xiàn)]基于神經(jīng)網(wǎng)絡(luò)的退化圖像復(fù)原算法研究
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??????????????1255240????????????????????15
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