資源簡介
含psnr,rmse, ergas, sam, uiqi,ssim,DD,CCS,matlab版圖片評估指標,適用與高光譜圖像,多波段圖像
Computes a number of quality indices from the remote sensing literature, namely the RMSE, ERGAS, SAM and UIQI indices.
ground_truth - the original image (3D image),

代碼片段和文件信息
function?ssim??=??cal_ssim(?im1?im2?b_row?b_col?)
[h?w?ch]??=??size(?im1?);
ssim??=?0;
if?ch==1
????ssim???=?ssim_index(?im1(b_row+1:h-b_row?b_col+1:w-b_col)?im2(?b_row+1:h-b_row?b_col+1:w-b_col)?);
else
????for?i?=?1:ch
????????ssim???=?ssim?+?ssim_index(?im1(b_row+1:h-b_row?b_col+1:w-b_col?i)?im2(?b_row+1:h-b_row?b_col+1:w-b_col?i)?);
????end
????ssim???=??ssim/ch;
end
return;
function?[mssim?ssim_map]?=?ssim_index(img1?img2?K?window?L)
%========================================================================
%SSIM?Index?Version?1.0
%Copyright(c)?2003?Zhou?Wang
%All?Rights?Reserved.
%
%The?author?was?with?Howard?Hughes?Medical?Institute?and?Laboratory
%for?Computational?Vision?at?Center?for?Neural?Science?and?Courant
%Institute?of?Mathematical?Sciences?New?York?University?USA.?He?is
%currently?with?Department?of?Electrical?and?Computer?Engineering
%University?of?Waterloo?Canada.
%
%----------------------------------------------------------------------
%Permission?to?use?copy?or?modify?this?software?and?its?documentation
%for?educational?and?research?purposes?only?and?without?fee?is?hereby
%granted?provided?that?this?copyright?notice?and?the?original?authors‘
%names?appear?on?all?copies?and?supporting?documentation.?This?program
%shall?not?be?used?rewritten?or?adapted?as?the?basis?of?a?commercial
%software?or?hardware?product?without?first?obtaining?permission?of?the
%authors.?The?authors?make?no?representations?about?the?suitability?of
%this?software?for?any?purpose.?It?is?provided?“as?is“?without?express
%or?implied?warranty.
%----------------------------------------------------------------------
%
%This?is?an?implementation?of?the?algorithm?for?calculating?the
%Structural?SIMilarity?(SSIM)?index?between?two?images.?Please?refer
%to?the?following?paper:
%
%Z.?Wang?A.?C.?Bovik?H.?R.?Sheikh?and?E.?P.?Simoncelli?“Image
%quality?assessment:?From?error?measurement?to?structural?similarity“
%IEEE?Transactios?on?Image?Processing?vol.?13?no.?4?Apr.?2004.
%
%Kindly?report?any?suggestions?or?corrections?to?zhouwang@ieee.org
%
%----------------------------------------------------------------------
%
%Input?:?(1)?img1:?the?first?image?being?compared
%????????(2)?img2:?the?second?image?being?compared
%????????(3)?K:?constants?in?the?SSIM?index?formula?(see?the?above
%????????????reference).?defualt?value:?K?=?[0.01?0.03]
%????????(4)?window:?local?window?for?statistics?(see?the?above
%????????????reference).?default?widnow?is?Gaussian?given?by
%????????????window?=?fspecial(‘gaussian‘?11?1.5);
%????????(5)?L:?dynamic?range?of?the?images.?default:?L?=?255
%
%Output:?(1)?mssim:?the?mean?SSIM?index?value?between?2?images.
%????????????If?one?of?the?images?being?compared?is?regarded?as?
%????????????perfect?quality?then?mssim?can?be?considered?as?the
%????????????quality?measure?of?the?other?image.
%????????????If?img1?=?img2?then?mssim?=?1.
%???????
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????1181??2020-06-07?19:49??SpectAngMapper.m
?????文件????????6373??2020-06-07?19:49??cal_ssim.m
?????文件?????????645??2020-11-27?17:42??compare.m
?????文件?????????396??2020-06-07?19:49??csnr.m
?????文件????????4180??2020-06-07?19:49??img_qi.m
?????文件????????3128??2020-11-26?17:12??quality_assessment.m
?????文件?????????999??2020-06-07?19:49??CC.m
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