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ompbox9
- batch-omp 是一种omp 的改进方法,比常规omp速度更快,而且不占用内存-batch-omp is a imrovement of omp
ompbox9
- 稀疏分解工具包,采用OMP算法,可用于稀疏字典的构造,压缩感知等领域-Sparse decomposition tool kit, using OMP algorithm, can be used for the construction of sparse dictionary, compressed sensing and other areas
ksvdbox12
- 采用KSVD算法通过训练的方法来构造稀疏过完备字典,在使用时一定要确保已装有ompbox9。可用于语音,图像信号处理等的稀疏字典构造-KSVD algorithm using the method of training to construct the sparse over-complete dictionary, in use, make sure have been installed ompbox9. Can be used
ssa
- 多种信号过完备字典学习算法的工具包,包含文献Surveying and comparing simultaneous sparse approximation (or group-lasso) algorithms中所有的算法。-Multiple signals over-complete dictionary learning algorithm toolkit, including literature Surveying and
ompbox9
- 一种经典的用来更新稀疏字典系数的方法正交匹配追踪法(A classical method for updating sparse dictionary coefficients -- orthogonal matching pursuit)