搜索资源列表
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".
Sparse-Coding
- spare representation 或者压缩传感的经典文章-spare representation or Compression sensor s classic article
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
Image-Classification
- 本文实现了09年CVPR的文章Linear Spatial Pyramid Matching using Sparse Coding for Image Classification-This package contains the Matlab codes implementing the ScSPM algorithm described in CVPR 09 paper "Linear Spatial Pyramid Matching using Sparse Coding for
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.
Sparse-Coding
- 解决MAP问题的全新算法，是SCI二区的一篇文章，希望对大家有所帮助。-The new MAP algorithm to solve the problem is an article SCI Second District, we want to help.
sparse_coding_for_classification
- 简单的sparse coding的小程序，基本可以了解sparse coding的工作过程。-Simple sparse coding small procedures, the basic can understand the working process of sparse coding.
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
ICCV-Tutorial-on-Sparse-Coding
- ICCV会议的一个关于稀疏表示的教程，里面包含较为详细的理论知识，大牛的讲解让人通俗易懂-A ICCV meeting on tutorial sparse representation, which contains more detailed theoretical knowledge, to explain the straightaway
SRR-based-on-spare-coding
- 基于稀疏表示的超分辨率图像重建硕士论文，一共六篇，比较全面的介绍了基于稀疏表示的超分辨重建的方法以及详细的实现步骤，是比较好的入门资料-the master s thesis of Super-resolution image reconstruction based on sparse coding , a total of six, a more comprehensive descr iption of the super-resolution reconstruction method
Sparse Concept Coding for Visual Analysis
- Sparse Concept Coding for Visual Analysis
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)
LRT_Code
- 目标追踪。低秩稀疏编码学习，稀疏编码，sift(virsual tracking,Target tracking,,low rank sparse coding learning, sparse coding,,sift features)
ScSR
- 杨建超的将稀疏表达用于图像超分辨率重建的文章赋代码(Example matlab code for the algorithm proposed in "Image super-resolution via sparse representation" TIP 2010.)