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資源簡介

Fast_and_Robust_Multi-Frame_Super-Resolution這篇文章的算法實現。內含BTV算法和改進的btv算法實現超分辨率重建。

資源截圖

代碼片段和文件信息

%?This?is?a?utility?function?which?takes?an?HR?image?and?generates?a?LR
%?image?sequence?after?motion?blurring?and?decimation?and?noise?addition
%?operations?are?performed.
%
%?Inputs:
%?HR?-?The?original?HR?image
%?resFactor?-?The?resolution?increment?factor
%?noiseSig?-?The?sigma?of?the?white?gaussian?noise?to?be?added?to?the?LR?images.
%?Hpsf?-?The?PSF?function?(common?to?all?frames?and?space?invariant)
%?N?-?The?number?of?frames?in?the?LR?sequence?to?generate
%
%?Outputs:
%?LR?-?The?sequence?of?LR?images
%?D??-?The?motion?for?each?frame
function?[LR?D]=CreateLRImageSeq(HR?resFactor?noiseSig?Hpsf?N)

%?Blur?the?HR?image
Z?=?imfilter(HR?Hpsf?‘symmetric‘);

%?Randomize?shifts
D=1+floor(rand(N2)*(resFactor*2-1));

LR?=?zeros([floor(size(HR)/resFactor)-2?N]);

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件?????676040??2007-07-14?20:31??Fast?&?Robust?Super?Resolution(BTV)\Alpaca.mat

?????文件???????1030??2007-07-28?13:08??Fast?&?Robust?Super?Resolution(BTV)\CreateLRImageSeq.m

?????文件????1037000??2007-08-03?15:31??Fast?&?Robust?Super?Resolution(BTV)\eia_lr.mat

?????文件?????100384??2007-07-27?20:38??Fast?&?Robust?Super?Resolution(BTV)\Emily_small.mat

?????文件????????896??2007-07-28?13:12??Fast?&?Robust?Super?Resolution(BTV)\FastGradientBackProject.m

?????文件???????1467??2007-07-28?13:08??Fast?&?Robust?Super?Resolution(BTV)\FastRobustSR.m

?????文件????5315639??2013-03-05?10:34??Fast?&?Robust?Super?Resolution(BTV)\Fast_and_Robust_Multi-frame_Super-Resolution.pdf

?????文件???????1537??2007-07-28?12:50??Fast?&?Robust?Super?Resolution(BTV)\GradientBackProject.m

?????文件???????1029??2007-07-28?12:47??Fast?&?Robust?Super?Resolution(BTV)\GradientRegulization.m

?????文件????????267??2007-07-14?23:29??Fast?&?Robust?Super?Resolution(BTV)\LoadVideoMat.m

?????文件???????3588??2013-03-08?11:41??Fast?&?Robust?Super?Resolution(BTV)\MedianAndShift.asv

?????文件???????3588??2013-03-08?11:42??Fast?&?Robust?Super?Resolution(BTV)\MedianAndShift.m

?????文件?????280064??2013-03-06?16:52??Fast?&?Robust?Super?Resolution(BTV)\Presentation.ppt

?????文件????1645280??2013-03-05?10:47??Fast?&?Robust?Super?Resolution(BTV)\Res.zip

?????文件???????1393??2007-07-28?13:03??Fast?&?Robust?Super?Resolution(BTV)\RobustSR.m

?????文件???????1495??2013-03-05?11:20??Fast?&?Robust?Super?Resolution(BTV)\SplineSRInterp.asv

?????文件???????1540??2013-03-05?11:28??Fast?&?Robust?Super?Resolution(BTV)\SplineSRInterp.m

?????文件??????10985??2007-08-07?00:21??Fast?&?Robust?Super?Resolution(BTV)\SRDemo.fig

?????文件??????18968??2007-08-07?00:21??Fast?&?Robust?Super?Resolution(BTV)\SRDemo.m

?????文件??????83984??2007-08-03?15:30??Fast?&?Robust?Super?Resolution(BTV)\text.mat

?????文件??????59041??2013-02-25?16:46??Fast?&?Robust?Super?Resolution(BTV)\text1.mat

?????文件????????780??2007-07-07?11:08??Fast?&?Robust?Super?Resolution(BTV)\LKOFlow\ComputeLKFlowParms.m

?????文件????????768??2007-05-11?09:26??Fast?&?Robust?Super?Resolution(BTV)\LKOFlow\GaussianDownSample.m

?????文件????????812??2007-05-11?13:00??Fast?&?Robust?Super?Resolution(BTV)\LKOFlow\GuassianPyramid.m

?????文件???????1466??2007-07-07?11:09??Fast?&?Robust?Super?Resolution(BTV)\LKOFlow\IterativeLKOpticalFlow.m

?????文件???????1790??2007-07-21?19:34??Fast?&?Robust?Super?Resolution(BTV)\LKOFlow\PyramidalLKOpticalFlow.m

?????文件????????418??2007-07-21?19:36??Fast?&?Robust?Super?Resolution(BTV)\LKOFlow\RegisterImageSeq.m

?????文件????????282??2007-05-11?14:00??Fast?&?Robust?Super?Resolution(BTV)\LKOFlow\ResampleImg.m

?????文件????????986??2007-06-29?17:30??Fast?&?Robust?Super?Resolution(BTV)\LKOFlow\Affine\ComputeLKFlowParms.m

?????文件????????768??2007-05-11?09:26??Fast?&?Robust?Super?Resolution(BTV)\LKOFlow\Affine\GaussianDownSample.m

............此處省略11個文件信息

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