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.
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
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
Deblur-Algorithm
- 基于稀疏表示的图像模糊复原算法，利用Alternating Method以及FFT变换分别进行稀疏编码和模糊复原，复原图像的效果很好。-An algorithm for image debluring based on sparse represetation. It takes the AM and FFT for sparse coding and debluring respectively. The result get good visualization.
SPAMS2014
- 在线学习矩阵分解和稀疏编码,稀疏编码是永远的经典，需要学习稀疏编码的同志可以下载-Online learning and sparse coding matrix decomposition, a sparse coding is eternal classic, and need to learn the comrade of sparse coding can download and see
fast_sc_Honglak-Lee(NIPS2007)
- 快速稀疏编码算法和字典学习算法，论文作者源代码-Fast sparse coding algorithm and dictionary learning algorithm, the authors source code
Hash-data
- 数字水印，利用稀疏编码的哈希算法对图像进行处理后的数据。-watermark, the sparse coding is used to hash the image.Therefore it s very convient to retrieve.
KSVD-for-denoising
- 主要是基于KSVD的稀疏编码去噪的算法，属于matlab版的，里面有我个人的所有注释！-Mainly based on the sparse coding KSVD denoising algorithm, belong to matlab version, there are my personal all comments!
fast_sc
- 这是关于快速稀疏编码的代码，是Honglak Lee 、Alexis Battle等人提出的方法的代码实现。-This is about fast sparse coding code, is Honglak Lee, the code Alexis Battle, who proposed implementation of the method.
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)
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)