搜索资源列表
压缩感知重建算法OMP 及K-SVD
- 文件中包换了稀疏矩阵的重建及在图像去噪方面的应用
alg_KSVD
- The K-SVD algorithm written in Matlab
KSVD
- K-SVD算法程序，利用聚类算法对字典进行训练-K-SVD algorithm program, the use of clustering algorithm is trained on a dictionary
k_svd
- 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
K-SVD-dictionary-training-algorithms
- 基于KSvd算法的图像重建，包括图像、代码、字典等-K-SVD dictionary training algorithms
K-SVD-english
- 主要介绍K-SVD的功能，通过PPT的形式，详细地介绍了字典的训练，还有BP,MP的步骤-Introduces K-SVD dictionary training, as well as BP, MP steps in detail the form of the PPT
k-svd-algorithm
- K-svd algorithm for classifier-K-svd algorithm for classifier...
K-SVD
- k-svd算法在表情识别方面的实现和实例应用，附有图片和文章。-k-svd algorithm for face recognition on the implementation and application examples, with pictures and articles.
K-SVD
- 基于K-SVD的字典学习算法，讲解很透彻，值得一读。-Based on K-SVD dictionary learning algorithms, on the very thorough, well worth reading.
K-SVD
- K均值，K-SVD算法，字典学习，英文版算法的翻译-K-means, K-SVD algorithm, dictionary learning algorithm in English translation
K-SVD
- K-SVD是一种经典的字典训练算法，依据误差最小原则，对误差项进行SVD分解，选择使误差最小的分解项作为更新的字典原子和对应的原子系数，经过不断的迭代从而得到优化的解。-K-SVD is a classic dictionary training algorithm, based on the principle of minimum error, the error items SVD decomposition, choose to
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
ksvdbox
- K-SVD算法用于稀疏表达,基于OMP算法。(The algorithm is apply for sparse representation)
K-SVD
- 稀疏编码和字典学习算法，正交匹配追踪算法获得稀疏表示稀疏，ksvd用来学习字典(Sparse coding and dictionary learning algorithm, orthogonal matching tracking algorithm to obtain sparse sparse, ksvd used to learn the dictionary)
ksvdsbox11
- K-SVD一种经典的用来训练稀疏字典的方法(Implementation of the K-SVD and Approximate K-SVD dictionary training algorithms, and the K-SVD Denoising algorithm [ref]. Requires OMP-Box v10.)
107215802AnalysisKSVD
- 实现图像的稀疏编码，采用k-svd进行字典学习，omp算法进行稀疏表示系数的计算，内附有去噪例子(To achieve the image sparse coding, using K-SVD dictionary learning, OMP algorithm for sparse representation of the calculation of factors, with examples of denoising)
K-SVD_SOMP-master
- 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)
AnalysisKSVDbox
- K-SVD可以看做K-means的一种泛化形式，K-means算法总每个信号量只能用一个原子来近似表示，而K-SVD中每个信号是用多个原子的线性组合来表示的。 K-SVD通过构建字典来对数据进行稀疏表示，经常用于图像压缩、编码、分类等应用。(K-SVD can be regarded as a generalized form of K-means. The total K-means algorithm can only appro
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)