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Size: 6256640 |
Author: 黎平 |
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Description: Code MATLAB in S. Theodoridis, A. Pikrakis, K. Koutroumbas, D. Cavouras - Introduction to Pattern Recognition: A MATLAB Approach
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Size: 1081344 |
Author: Jan |
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Description: The K-SVD algorithm written in Matlab
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Size: 3072 |
Author: Hallab |
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Description:
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Size: 1852416 |
Author: 沐广文 |
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Description: k-svd算法m代码.用于形成冗余字典，对图像进行稀疏分解-m k-svd algorithm code used to create a redundant dictionaries, sparse decomposition of images
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Size: 12544000 |
Author: 谢一天 |
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Description: 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 signals, each as a linear combination of 3 dictionary
element is created, with noise level of 20SNR. this set is given as input
to the K-SVD algorithm.
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Size: 13312 |
Author: 申 |
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Description: 这是一篇SCI文章《改善字典学习：多字典更新和系数重用》里的Matlab代码，包含了OMP、Batch-OMP、CoROMP等匹配跟踪算法代码以及改进的K-SVD字典学习算法代码，是图像稀疏表示研究方向重要的源代码，有助于大家学习和改进。-This file folder reproduces the Figures for paper:"Improving Dictionary Learning: Multiple Dictionary Updates and Coefficient Reuse".It contains codes of the OMP, Batch code- OMP, CoROMP matching pursuit algorithm and improved K- SVD dictionary learning algorithm ,This is the important source code of image sparse representation ,which can help you learn and improve.
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Size: 3080192 |
Author: 汪玉珍 |
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Description: 字典学习的各种方法，K-SVD,online等主要的学习算法-Various methods dictionary learning, K-SVD, online learning algorithms and other major
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Size: 1502208 |
Author: 靳杰 |
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Description: 做实验时找到的K-SVD算法的Matlab代码，很好用,有需要的可以下载下来一起研究下-When doing experiments to find the K-SVD algorithm Matlab code, easy to use, there is a need to study together can be downloaded under
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Size: 5120 |
Author: 刘振 |
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Description: k-SVD 字典训练 matlab源代码，欢迎有需要的下载一起研究-k-SVD dictionary training matlab source code, welcomed the need to download the study together
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Size: 7168 |
Author: 刘振 |
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Description: 稀疏表示字典的训练方法，由压缩感知领域大神M. Elad公布的matlab工具包-matlab tools for K-SVD
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Size: 6264832 |
Author: 蒋翔 |
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Description: 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
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Size: 13321216 |
Author: 田 |
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Description: KSVD稀疏表示matlab代码，有3个demo示例程序，可实现一维二维信号的稀疏表示。-K SVD sparse representation matlab code, there are three demo sample program can achieve one-dimensional two-dimensional signal sparse representation.
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Size: 6262784 |
Author: cherish |
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Description: rform_dictionary_learning - learn a dictionnary using K-SVD algorithm. %. % [D,X,E] ... The number of iteration for sparse coding during each step of learning. % is given by ... 'mod': in this case, the dictionary update is computed using the L2.
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Size: 259072 |
Author: world991
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Description: 基于K-SVD方法的图像去噪算法，代码是MATLAB版的(Image denoising algorithm based on K-SVD method, the code is MATLAB version of)
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Size: 37888 |
Author: teslahua
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Description: KSVD的稀疏编码去噪的matlab版本算法(Sparse encoding KSVD denoising algorithm)
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Size: 3072 |
Author: nirener0 |
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Description: K-SVD图片去噪，直接运行其中quzao.m文件即可。(K-SVD image denoising, directly run the quzao.m file.)
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Size: 31744 |
Author: 反对毒菜 |
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