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KSVD-dictionary-learning-Matlab
- 这个程序可以对KSVD进行综合测试。首先,会产生一个随机的正交字典,会产生一个KSVD算法输入,这个输入是一个数据信号集合,每个元素都是三维元素的线性组合。-In this file a synthetic test of the K-SVD algorithm is performed. First, a random dictionary with normalized columns is being generated, and then a set of data signal
AnalysisKSVDbox
- K-SVD的实现程序,里边有详细的讲解,附带了PDF论文。-This is the K-SVD code which is the implement of the additional papper.
基于K-SVD字典学习程序
- 基于K-SVD字典学习程序,自适应学习字典(Dictionary learning program based on K-SVD)