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该代码用c++语言实现了KSVD算法,运行环境为vc6.0,The code using c++ language implementation of the KSVD algorithm, runtime environment for vc6.0
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该工具箱为KSVD算法的实现,其用来自适应地对信号就行稀疏表示,达到良好的稀疏性-The toolbox is KSVD algorithm, it is used to adaptively sparse representation of the signal on the line to achieve a good sparse
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KSVD原始算法:信号稀疏表示中的过完备字典的学习算法-KSVD original algorithm: Signal Sparse Representation of the learning algorithm over-complete dictionary
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应用于稀疏表示的KVSD算法,MABLAB-KVSD algorithm applied to sparse representation, MABLAB
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图像稀疏编码的一种方法,可用于基于稀疏表示的图像压缩、去噪等-Sparse image coding method can be used for sparse representation-based image compression, denoising, et
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The K-SVD is a new algorithm for training dictionaries for linear
representation of signals. Given a set of signals, the K-SVD tries to
extract the best dictionary that can sparsely represent those signals.
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这是线性训练K-SVD词典的一种新算法
表示的信号。给定一组信号,K-SVD试图
提取物,可以稀疏表示这些信号最好的词典。
深入讨论了K-SVD算法中可以找到的:
“K-SVD:设计的超完备字典的一个算法
稀疏表示”,由M.阿哈,M. Elad和点写,适应性,
在IEEE Transactions出现。在信号处理,卷54,11号,
第4311-4322,十一月2006。-he K-SVD is a new algorithm
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A useful tool package of KSVD
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KSVD
a programme for Ksvd to denoise, using matlab,we can use it to deal with the signal or image or audo-a programme for Ksvd to denoise, using matlab,we can use it to deal with the signal or image or audo
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本文件是用MATLAB实现的KSVD算法,方便算法的调用和移植-These file is the KSVD algorithm in MATLAB, and it is convinent to call and copy.
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matlab的KSVD工具箱。应用于图像处理等(KSVD matlabtoolbox.compressive sensing.)
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