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sparse-representation
- 3D数据稀疏表示算法及其软件流程的知识 好文章，推荐查阅学习 -good article about sparse representation
FISTA-block-sparse
- FISTA block sparse 压缩感知加速恢复算法-FISTA block sparse
code-sparse
- 稀疏矩阵分解算法,包括稀疏，流形学习，降噪，降维等-sparse matrix factorization algorithm
Sparse-Autoencoder
- 神经网络稀疏自编码器的实现；从给定的很多张自然图片中截取出大小为8*8的小patches图片共10000张，现在需要用sparse autoencoder的方法训练出一个隐含层网络所学习到的特征。-Sparse neural networks since implementation of the encoder interception of a size of 8* 8 picture small patches given a lot of sheets natural picture
Sparse
- Algorithms for sparse approximation by implementing Orthogonal Matching Pursuit and Basis pursuit.
A-Robust-Algorithm-for-Joint-Sparse
- 脉冲噪声背景下的联合稀疏恢复方法， 在不同背景下给出了测试结果-presents a robust solution for joint sparse recovery (JSR) under impulsive noise. The unknown measurement noise is endowed with the Student-t distribution, then a novel Bayesian probabilistic model is proposed to
sparse-compressed-sensing
- sparse adaptive processing
sparse-denoise
- 使用图像的低秩约束去除图像中稀疏噪声，同时施加了噪声的稀疏约束-The use of images of low rank constraint removed sparse image noise while applying noise sparse constraint
sparse-channel-estimation-algorithm
- 基于多输入多输出的正交频分复用的压缩感知稀疏信道的估计算法-An estimation algorithm for compressed sensing sparse channel based on multiple input multiple output orthogonal frequency division multiplexing
Sparse-Representation-
- 稀疏表示的毕业参考论文，在图像去噪、图像修复、人脸识别及压缩感知等图像处理领域中的应用进行了总结.-Sparse representation of graduation reference papers, summarized in the image denoising, image restoration, face recognition and compressed sensing and other image processing applications
Sparse-Fast-Fourier-Transformation
- 稀疏快速傅里叶变换，是一种利用信号频域稀疏特性，只需通过信号部分采样点就可高概率恢复信号频谱的快速傅里叶变换算法。-Sparse Fast Fourier Transformation ，SFFT
sparse channel estimation
- 大规模MIMO系统中低复杂度的稀疏信道估计，该资料值得看一看。(Low complexity sparse channel estimation in large scale MIMO systems)
sparse representation
- 利用稀疏表示的方法进行人脸识别，matlab代码。(sparse representation)
fast_sc
- 一个非常有效的稀疏编码的matlab代码，并附有作者的论文，希望可以帮助需要的人。(An efficient sparse coding algorithm and its original paper. We aim to help authors make their ideas spread.)
CVPR08-SR
- 利用稀疏表示原理来进行单幅影像超分辨重建(use sparse representation to single image super resolution)
BPFA_Denoising
- 利用非参数贝叶斯字典学习模型进行图像稀疏表示(use non-parametric-bayesian-dictionary-learning-for-sparse-image-representations)
gamp-for-sparse-superposition-master
- 有关于论文稀疏监督下的GAMP算法应用代码(gamp for sparse superposition)
Sparse-Autoencoder-Tensorflow-master
- 稀疏自编码结构，用一个训练样例。。。。。。(sparse autoencoder sample)
spams-matlab-precompiled-v2.6-2017-02-27-Linux
- an open-source optimization toolbox for sparse estimation with licence GPLv3
sparse and redundant representation
- 稀疏与冗余表示-理论及其在信号与图像处理中的应用一书的源代码(Sparse and redundant representation -From theory to application in signal and image processing -- the source code of the Book)