搜索资源列表
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该源码实现了使用基于稀疏表示的人脸识别算法。使用GPSR作为l1模最小化方法。-This pack of code implement a imges-based face recognition using sparse representation classification. In the algorithm, i employ GPSR as tool to complete the optimization procedure of l1-minimization.
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本压缩包包含了图像处理中稀疏表示的相关文献以及相关代码-This archive contains a sparse representation of image processing literature and related code
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压缩感知的经典代码，包括观测，稀疏表示，重建，其中观测用的高斯观测矩阵，稀疏用的DCT，重建用的OMP算法-Compressed sensing of the classic code, including observations, sparse representation, reconstruction, observed with a Gaussian observation matrix, sparse use of the DCT, re-use of the OMP algorit
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Tetrolet变换的原代码，一种稀疏表示的小波变换，由haar变换改进得到-Tetrolet transform the original code, a sparse representation of the wavelet transform, haar transform improved
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这是文章Nonlocally Centralized Sparse Representation for SR的代码-this is the code of Nonlocally Centralized Sparse Representation for SR
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代码使用全相位双正交变换（APBT）稀疏表示图像，主函数为test.-The code uses the all phase biorthogonal transform (APBT) sparse representation of the image, the main function for the test.
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大牛ELAD关于sparse representation的代码-The large cattle ELAD About sparse representation of the code
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这是一篇SCI文章《改善字典学习：多字典更新和系数重用》里的Matlab代码，包含了OMP、Batch-OMP、CoROMP等匹配跟踪算法代码以及改进的K-SVD字典学习算法代码，是图像稀疏表示研究方向重要的源代码，有助于大家学习和改进。-This file folder reproduces the Figures for paper:"Improving Dictionary Learning: Multiple Dictionary Updates and Coefficient Reus
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这是SPAMS的原始代码，是稀疏表示的重要工具箱~-This is SPAMS original code, is an important toolbox sparse representation
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稀疏表示中字典学习算法KSVD的实现，可以得到冗余字典，代码内部有详细注释-The realization of the sparse representation of a dictionary learning algorithm KSVD, can get a redundant dictionary, internal has a detailed code comments
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自己写的代码，是关于稀疏表示用来红外小目标检测的论文实现，但是只是一个初步实现，很多功能还没用实现-Write your own code, is on the sparse representation for infrared small target detection paper to achieve, but only a preliminary implementation, not with a lot of features to achieve
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这段代码利用的工具包SPAMS,该文件是实现图像的稀疏表示，图像的重建以及其重建的质量评价等等。-Use this code toolkit SPAMS, the file is a sparse representation of image, image reconstruction and rebuilding of its quality assessment and so on.
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文献“Sparse Representation based Fisher Discrimination Dictionary”及其对应的matlab代码，稀疏学习是目前非常流行的方法，希望对大家有所帮助-a paper named Sparse Representation based Fisher Discrimination Dictionary and its matlab code
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图像超分辨率程序，基于稀疏表示和正则化方法，程序带有注释，提供相关论文. 可以直接运行.
-Matlab code about super-resolution, based on sparse representation and regularization. The codes include annotation. Related paper also provided
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可以实现基于粒子滤波器和稀疏表示的目标识别，代码亲测可行-You can achieve target recognition based on particle filter and sparse representation of the code pro-test feasible
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本人自己编写的稀疏表示的SVD算法代码，简单可靠，运行效率高。-SVD algorithm code I have written a sparse representation, simple and reliable, high operating efficiency.
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基于组稀疏表示的图像填补算法，论文作者源代码-Image inpainting algorithm based on group sparse representation, the authors source code
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基于稀疏表示的图像超分辨算法，论文作者源代码-Image sparse representation based super-resolution algorithm, source code authors
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对图像稀疏表示，可以运行出结果，MATLAB 图像稀疏表示代码，可以实现对输入图像的稀疏表示-Image sparse representation, you can run the results, MATLAB sparse representation code, can achieve a sparse representation of the input image
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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.)
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