資源簡介
基于L1范數(shù)的多幀圖像超分辨率圖像重建算法,在原有算法基礎上改進,提高重建精度和效率。
代碼片段和文件信息
function?G?=?L1GradientBackProject(?Xn?LR?Fmot?Hpsf?Dres?)?
%%?函數(shù)功能:計算||DHFX-Y||
%?輸入?yún)?shù):Xn?插值后的高分辨率圖像?
%?LR:?低分辨率圖像序列
%?Fmot:?配準后的位移參數(shù)
%?Hpsf:?點擴散函數(shù)
%?Dres:?采樣因子
%?返回值:G?計算后的值
%%?計算
%?因為模糊與移位可以互換,為了減少運行時間,先進行模糊
Zn?=?imfilter(Xn?Hpsf?‘symmetric‘);
%?移位和下采樣
HRsd?=?zeros(?size(?LR?)?);
for?k?=?1?:?size(?LR?3?)
??HRsd(?:?:?k?)?=?Zn(?Fmot(?k?2?)?:?Dres?:?(?size(?LR?1?)?-?1?)?*?Dres?+?Fmot(?k?2?)?...
??????Fmot(?k?1?)?:?Dres?:?(?size(?LR?2?)?-?1?)?*?Dres?+?Fmot(?k?1?)?);
end
%?計算sign?
Gsign?=?sign(?HRsd?-?LR?);????%為L1范數(shù)時的計算
HRsd?=?zeros(?[size(Xn)?size(LR?3)]?);
for?k?=?1?:?size(?LR?3?)
??HRsd(?Fmot(?k?2?)?:?Dres?:?(size(?LR?1?)?-?1?)?*?Dres?+?Fmot(?k?2?)?...
??????Fmot(?k?1?)?:?Dres?:?(?size(?LR?2?)?-?1?)?*?Dres?+?Fmot(?k?1?)?k?)?=?Gsig
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????1009??2011-05-09?15:52??L1\L1GBP.m
?????文件???????2119??2011-07-29?09:52??L1\L1GD.m
?????文件???????2461??2011-12-09?11:28??L1\L1Test.asv
?????文件???????2461??2011-12-09?11:32??L1\L1Test.m
?????文件???????1710??2011-12-09?09:42??L1\L1Test001.m
?????文件????????752??2011-07-29?10:31??L1\L1TVSR.m
?????文件????????986??2010-05-11?15:25??L1\LKOFlow\Affine\ComputeLKFlowParms.m
?????文件????????768??2010-05-11?15:25??L1\LKOFlow\Affine\GaussianDownSample.m
?????文件????????812??2010-05-11?15:25??L1\LKOFlow\Affine\GuassianPyramid.m
?????文件???????1585??2010-05-11?15:25??L1\LKOFlow\Affine\IterativeLKOpticalFlow.m
?????文件???????1947??2010-05-11?15:25??L1\LKOFlow\Affine\PyramidalLKOpticalFlow.m
?????文件????????914??2010-05-11?15:25??L1\LKOFlow\Affine\RegisterImageSeq.m
?????文件????????463??2010-05-11?15:25??L1\LKOFlow\Affine\ResampleImg.m
?????文件????????756??2011-07-29?22:31??L1\LKOFlow\ComputeLKFlowParms.asv
?????文件????????780??2010-05-11?15:25??L1\LKOFlow\ComputeLKFlowParms.m
?????文件??????66614??2011-12-09?10:06??L1\LKOFlow\foreman_L2.bmp
?????文件????????441??2011-07-27?23:21??L1\LKOFlow\GaussianDownSample.asv
?????文件????????688??2011-07-29?10:45??L1\LKOFlow\GaussianDownSample.m
?????文件????????797??2011-07-29?10:46??L1\LKOFlow\GuassianPyramid.asv
?????文件????????797??2011-07-29?10:46??L1\LKOFlow\GuassianPyramid.m
?????文件??????10114??2011-12-09?09:43??L1\LKOFlow\illumination.png
?????文件???????1342??2011-07-29?10:51??L1\LKOFlow\IterativeLKOpticalFlow.asv
?????文件???????1342??2011-07-29?10:51??L1\LKOFlow\IterativeLKOpticalFlow.m
?????文件??????30756??2011-12-09?09:43??L1\LKOFlow\motion.png
?????文件???????1790??2010-05-11?15:25??L1\LKOFlow\PyramidalLKOpticalFlow.m
?????文件????????437??2011-05-12?00:10??L1\LKOFlow\RegisterImageSeq.asv
?????文件????????497??2011-05-10?14:56??L1\LKOFlow\RegisterImageSeq.m
?????文件????????282??2010-05-11?15:25??L1\LKOFlow\ResampleImg.m
?????目錄??????????0??2012-01-16?15:51??L1\LKOFlow\Affine
?????目錄??????????0??2012-01-16?15:51??L1\LKOFlow
............此處省略4個文件信息
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