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K-SVD-algorithm
- 是一个关于KSVD的算法介绍的PPt，详细介绍了如何用KSVD算法对字典进行训练-On KSVD algorithm described in the PPt details how KSVD algorithm dictionary training
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
omp-column
- 基于字典学习的语音增强中稀疏编码计算稀疏矩阵的一种算法，称作OMP。与一般的OMP不同，本程序针对列向量进行计算，结合给出的总体程序以及KSVD of speech enhancemant.rar文件可以进行字典学习语音增强。-Enhanced sparse coding algorithm to calculate a sparse matrix, called the dictionary-based learning OMP voice. OMP different with the ge
KSVD_Matlab_ToolBox
- ksvd字典学习算法，matlab环境下运行-ksvd dictionary leanrning algorithm, run in matlab
k-svd-codeappt
- 内含用matlab编写的k-svd算法代码.可以对图像进行稀疏分解，另附ppt对ksvd进行理论学习-Includes using matlab k-svd algorithm code. Images can be sparse decomposition, attached ppt theoretical study of ksvd
KSVD
- 奇异值分解SVD的改进,是一种广义k均值算法-Singular value decomposition SVD is a generalized k-means algorithm
image denoising
- 图像去噪修复的典型算法代码包，包含基于稀疏表示的KSVD图像去噪，BM3D彩色图像去噪代码，TV图像修复代码，MCA图像修复代码。(Typical image denoising algorithm code package, including sparse representation based on KSVD image denoising, BM3D color image denoising code, TV image restoration code, MCA image res
64142404KSVD-MOD
- KSVD字典学习算法和MOD字典学习算法，希望对初学者有用(KSVD dictionary learning algorithm and Mod dictionary learning algorithm,hoping to be useful for beginners)