搜索资源列表
MATLAB工具箱SMALLBox的介绍文档
- 这个工具箱不仅用来比较各种稀疏表示的解法，而且把字典学习算法也融合了进去
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
ImageFusionGlobal
- 用正交匹配跟踪的方法实现图像融合，通过训练得到字典-image fuse
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
L1
- 目前比较流行的稀疏分解重构程序，可以用在人脸识别、字典构造等方面。-Currently popular sparse decomposition and reconstruction process, can be used in face recognition, dictionary structure and so on.
KSVD_Matlab_ToolBox
- KSVD原始算法：信号稀疏表示中的过完备字典的学习算法-KSVD original algorithm: Signal Sparse Representation of the learning algorithm over-complete dictionary
matlab函数大全
- matlab函数大全基本上穷尽常用matlab函数以及用法介绍。实用性超强。
lzwdemo
- 字典码的一种实现范例，用lzw方法实现压缩解压-Dictionary An example of code using LZW compression decompression method
Concise-Dictionary-matlab-command-utility
- matlab 命令字典 部分比较常用的命令 简明 实用-Concise Dictionary matlab command utility
lz
- 运用L-Z编码方式，对无记忆信源进行编码，包含编码字典，信息墒。-LZ encoding to use for non-memory source coding, including encoding the dictionary, and information entropy.
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
dic_code
- 压缩和解压缩的字典算法，采用matlab编写-Algorithm for compression and decompression of the dictionary, written by matlab
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 comparing simultaneous sparse
gabor_function.m
- 自己写的Gabor方程函数，可以用来产生过完备的稀疏表示字典。-Gabor write their own equation function, can be used to generate the sparse representation over-complete dictionary.
Binary_Search
- 二分法检索（binary search）又称折半检索，二分法检索的基本思想是设字典中的元素从小到大有序地存放在数组（array）中， 首先将给定值key与字典中间位置上元素的关键码(key)比较，如果相等，则检索成功；-Dichotomy search (binary search), also known as binary search, the basic idea of ??dichotomy is set to retrieve the dictionary from smal
DictionaryLearning
- 一种基于图像训练的字典构造方法，可以用来进行压缩感知的基矩阵构造-Based on image training dictionary construction method can be used for compressed sensing-based matrix structure
Fusion
- 用OPM的方法实现图像融合，训练得到了正交匹配跟踪字典-fuse image
spams-matlab-v2.5-svn2014-07-04.tar
- 基于Online Learning for Matrix Factorization and Sparse Coding的在线字典学习算法，本压缩包为作者的源代码(The online dictionary learning based on the paper "Online Learning for Matrix Factorization and Sparse Coding". This compression package is the author's sourc
MATLAB总结
- 信号稀疏表示的目的就是在给定的超完备字典中用尽可能少的原子来表示信号，可以获得信号更为简洁的表示方式，从而使我们更容易地获取信号中所蕴含的信息，更方便进一步对信号进行加工处理，如压缩、编码等。信号稀疏表示方向的研究热点主要集中在稀疏分解算法、超完备原子字典、和稀疏表示的应用等方面。(Signal sparse representation is to overcomplete dictionary given in as little as possible to represent atomi
14、字典学习
- 经典的KSVD图像字典学习，matlab 代码，有注释，亲测可用(The classic KSVD image dictionary learning, matlab code, include notes, test available)