搜索资源列表
adapting
- 给予稀疏编码的原理将10幅自然图像进行系数分解成为图像基。
WinSparseNet.ZIP
- 稀疏编码程序，To run sparsenet, you will first need to compile the conjugate gradient (cgf) routine so that it may be called through matlab.
spams-matlab-v2.2.tar
- 基于字典学习的稀疏编码，最新的版本，可以用于 window Linux和MacOs-Sparse Coding on Dictionary Learning，the new version. it can be applied to the windows, Linux and Mac
fast_sc.rar
- 稀疏编码的算法，运行请阅读readme文件，很简单,Sparse coding algorithmsrun matlab and execute: "demo_fast_sc(1)": epsilon-L1 sparsity penalty "demo_fast_sc(2)": L1 sparsity penalty
KSVD
- 图像稀疏编码的一种方法，可用于基于稀疏表示的图像压缩、去噪等-Sparse image coding method can be used for sparse representation-based image compression, denoising, etc.
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".
contournet
- 视觉神经科学中一个重要的研究方法就是建立初级视觉系统功能与自然图像的统计特性之间的关系，通过对自然图像的有效编码（稀疏性）可以模拟初级视觉皮层的一些基本属性，包括简单、复杂细胞的感受野，细胞的空间组织结构等。本课题旨在研究如何建立一个高阶神经网络结构，通过学习过程稀疏的表示复杂细胞对自然图像块的响应，进而实现对图像轮廓的编码以及模型自上而下的推理。-use ica and gabor filter to simulate the visula system of human
GUI_butterworth
- 基于压缩变换的小波变换稀疏表示,根据学习压缩编码理论分析。-base on compressed transform with wavelet transform
CVPR09-ScSPM
- 基于空间金字塔匹配的稀疏编码，用于图像检索和图像识别。-Spatial pyramid matching based on sparse coding for image retrieval and image recognition.
demo
- KSVD图像去噪,组稀疏编码，新的去噪思路-KSVD image denoise，group spare coding
KSVD_Matlab_ToolBox
- 稀疏编码，去噪，奇异值分解 MATLAB-Sparse coding, denoising, singular value decomposition MATLAB
harandi_cvpr_2011_matlab
- 2012 ECCV 稀疏编码和 字典学习- Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach. European Conference on Computer Vision (ECCV), pp. 216-229, 2012.
L1-APG_release
- 最早将稀疏编码技术引入视频图像跟踪的L1跟踪器，2012年求解稀疏编码算法采用了新的计算方法。-The earliest will be sparse coding techniques L1 tracker, the introduction of the video image tracking the to solving sparse coding algorithm using a new calculation method in 2012.
Sparse-Code
- 几种经典的稀疏编码算法的C语言实现，非常实用，有助于理解算法-Several classic sparse coding algorithm C language, very practical help to understand algorithm
sparse_test-master
- matlab源码，对稀疏编码算法的实现以及测试，内含详细程序。-The matlab source code, implementation and testing of sparse coding algorithm, containing detailed program.
omp
- omp算法，一个稀疏编码算法的代码。使用matlab编程。-omp algorithm, a sparse coding algorithm code.
RSC算法仿真
- 稀疏编码经典方法RSC的matlab仿真程序，来源于大神主页(the Sparse respresentation RSC algrithom)
稀疏分解图像去噪
- 基于稀疏字典和稀疏编码的图像去噪算法，基于低秩约束的高光谱条纹噪声去除，包含论文及代码(Based on sparse dictionary and sparse coding image denoising algorithm, based on low rank constraints of hyperspectral fringe noise removal, including papers and code)
l1_ls
- l1范数约束的使用最小二乘法计算观测信号的稀疏编码，(L1 norm constraint using the least squares method to calculate the observed signal sparse coding,)
fast_sc
- 快速稀疏编码算法，关于稀疏表示的基本算法(Fast sparse coding algorithm and sparse representation algorithm)