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大小: 0.21M文件類型: .zip金幣: 1下載: 0 次發(fā)布日期: 2021-03-14
- 語(yǔ)言: Matlab
- 標(biāo)簽: 學(xué)習(xí)字典??稀疏重建??學(xué)習(xí)??超分辨率??
資源簡(jiǎn)介
基于學(xué)習(xí)的超分辨率重建,此算法是在線字典學(xué)習(xí),字典的訓(xùn)練與稀疏表示和重建同時(shí)進(jìn)行。
代碼片段和文件信息
%?========================================================================
%?Demo?codes?for?dictionary?training?by?joint?sparse?coding
%?
%?Reference
%???J.?Yang?et?al.?Image?super-resolution?as?sparse?representation?of?raw
%???image?patches.?CVPR?2008.
%???J.?Yang?et?al.?Image?super-resolution?via?sparse?representation.?IEEE?
%???Transactions?on?Image?Processing?Vol?19?Issue?11?pp2861-2873?2010
%
%?Jianchao?Yang
%?ECE?Department?University?of?Illinois?at?Urbana-Champaign
%?For?any?questions?send?email?to?jyang29@uiuc.edu
%?=========================================================================
clear?all;?clc;?close?all;
%?addpath(genpath(‘RegularizedSC‘));
%?addpath(genpath(‘ompbox‘));
tic;
%?TR_IMG_PATH?=?‘Data/data‘;
im=imread(‘17.r.bmp‘);
%?%?im=imnoise(i
?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????文件???????49810??2020-10-29?22:41??│?╖╓?μ┬╩╓╪╜?┤·┬δ\bike.tif
?????文件????????2342??2020-10-29?22:41??│?╖╓?μ┬╩╓╪╜?┤·┬δ\Demo.m
?????文件??????197042??2020-10-29?22:41??│?╖╓?μ┬╩╓╪╜?┤·┬δ\gnd.tif
?????文件?????????892??2020-10-29?22:41??│?╖╓?μ┬╩╓╪╜?┤·┬δ\imtocol.m
?????文件?????????144??2020-10-29?22:41??│?╖╓?μ┬╩╓╪╜?┤·┬δ\patch_pruning.m
?????文件????????8711??2020-10-29?22:41??│?╖╓?μ┬╩╓╪╜?┤·┬δ\self.m
?????文件???????14036??2020-10-29?22:41??│?╖╓?μ┬╩╓╪╜?┤·┬δ\train_coupled_dict.m
?????文件?????????155??2020-10-29?22:41??│?╖╓?μ┬╩╓╪╜?┤·┬δ\╦╡├≈.txt
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