搜索资源列表
Sparse_Signal_Representation
- 介绍压缩传感理论中要用到的信号的稀疏表征原理-Introduced the theory of compressed sensing to use the sparse representation of signal theory
MatchingPursuits
- Matching Pursuit方法，经典的稀疏表示方法，可以用人脸识别和图像分类，图像去噪，现在非常流行。-Matching Pursuit method, sparse representation of the classic, you can use face recognition and image classification, image denoising, now very popular.
some_sparse_echo_cancellation_method
- this package includes some sparse echo cancellation methods. These methods are adaptive filters.-this package includes some sparse echo cancellation methods. These methods are adaptive filters.
signal_decomposition_MP
- 稀疏信号分解利用匹配追踪算法，主程序+调用函数-Sparse signal decomposition, the main program calls the function+
Wavelet_OMPfunc
- 压缩感知的典型程序仿真，稀疏基为小波基，重构算法为OMP算法。-Perception of typical compression process simulation, sparse basis for the wavelet, reconstruction algorithm for the OMP algorithm.
SRC
- 该源码实现了使用基于稀疏表示的人脸识别算法。使用GPSR作为l1模最小化方法。-This pack of code implement a imges-based face recognition using sparse representation classification. In the algorithm, i employ GPSR as tool to complete the optimization procedur
sppaper
- 有关稀疏表示的文章，主要是稀疏表示在一些图像方面的应用。-The sparse representation of the article, mainly sparse representation in a number of images in the application.
MATLAB_sparse_matrix_and_variable_tutorial
- MATLAB稀疏矩阵和变量教程MATLAB sparse matrix and variable tutorial-MATLAB sparse matrix and variable tutorial MATLAB sparse matrix and variable tutorial
TIP10-SR
- Image Super-Resolution via Sparse Representation
sba-1.5
- sparse bundle adjustment algorithm, very good
sor
- 松弛因子做自适应估计的SOR迭代法求解大型稀疏线性代数方程组程序-Relaxation Factor in the SOR iterative adaptive estimation method for solving large sparse linear algebraic equations program
block_mp
- 压缩感知里面的稀疏重建问题，在原来MP的算法的基础上，提出了分块的思想，即将原子库分块后，测试算法的性能。-Compressive sensing is refered as the block sparse algorithm is described,that is based on the original MP algorithm,and the atom libruary is divided into blocks ,and
demo_semisupervised_hyperspectral_segmentation.ra
- sparse multinomial logistic regression
CVPR09-ScSPM
- 基于稀疏编码和线性塔式匹配的图像分类算法。-This package contains the Matlab codes implementing the ScSPM algorithm described in CVPR 09 paper "Linear Spatial Pyramid Matching using Sparse Coding for Image Classification".
Sparse_and_Redundant_Representations_From_Theory_t
- 有关稀疏表达的书，http://www.cs.technion.ac.il/~elad/index.html中有介绍-Expressed about the book sparse, http://www.cs.technion.ac.il/ ~ elad/index.html described in
SRC
- sparse representation algorithm
Sparse_matrix_algorithm_and_program_implementation
- 稀疏矩阵算法及其程序实现（杨绍祺）。本书较全面的介绍了在求解非线性代数方程组，非线性微分方程组和非线性优化等问题时所产生的稀疏线性化代数方程组的稀疏矩阵算法。-Sparse matrix algorithm and program implementation (Yang Shaoqi). More comprehensive introduction to the book in solving nonlinear algebraic
Iterative_Methods_for_Sparse_Linear_Systems
- Yousef Saad 的稀疏线性系统的迭代方法。包含预处理，Krylov子空间迭代法等内容。-iterative methods for sparse linear systems
DSPSS10-Seminar-3
- Locally Adaptive Sparse Representation for Detection, Classification, and Recognition. Lectuures given by Prof Trac Tran from john Hopkins university
DISCRIMINANTSPARSENONNEGATIVEMATRIXFACTORIZATION.r
- 判别稀疏非负矩阵分解，提出这个新算法，来进行人脸识别，比传统的NMF和一些其他的扩展算法效果好-Sparse non-negative matrix factorization judge proposed the new algorithm for face recognition, than the traditional extension of NMF algorithm and some other good results