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Description: KSVD工具包,可以用于去噪\增强等多种领域,具体方法是先训练方向,然后沿方向进行-KSVD toolkit can be used to enhance various areas of de-noising, the specific method is the first training direction, and then along the direction
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Size: 20382720 |
Author: Lili |
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Description: 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
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Size: 6144 |
Author: liu |
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Description: 该工具箱为KSVD算法的实现，其用来自适应地对信号就行稀疏表示，达到良好的稀疏性-The toolbox is KSVD algorithm, it is used to adaptively sparse representation of the signal on the line to achieve a good sparse
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Size: 6270976 |
Author: 杨美钰 |
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Description: 这个程序可以对KSVD进行综合测试。首先，会产生一个随机的正交字典，会产生一个ＫＳＶＤ算法输入，这个输入是一个数据信号集合，每个元素都是三维元素的线性组合。-In this file a synthetic test of the K-SVD algorithm is performed. First,
a random dictionary with normalized columns is being generated, and then
a set of data signals, each as a linear combination of 3 dictionary
element is created, with noise level of 20SNR. this set is given as input
to the K-SVD algorithm.
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Size: 13312 |
Author: 申 |
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Description: 稀疏表示，字典学习，KSVD算法，matlab版-Sparse representation dictionary learning, KSVD algorithm, matlab
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Size: 12525568 |
Author: 杨Pudn |
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Description: KSVD的matlab程序及应用实例，供参考学习。-Program of KSVD and application examples, reference for the study.
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Size: 5040128 |
Author: wangshigang |
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Description: 稀疏表示，包括ksvd图像去噪，很好 很好 很好 很好 很好 很好 -Sparse representation, including ksvd image denoising，Good good good good good good good good good good good good good good good good good good good good good good good good
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Size: 75776 |
Author: yujianing |
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Description: This program uses the operating environment written in MATLAB, nonlinear compression on the perception of image reconstruction to achieve, the focus is KSVD dictionary compilation.
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Size: 1864704 |
Author: 刘秀 |
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Description: 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!
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Size: 5862400 |
Author: liuzhe |
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Description: KSVD稀疏表示matlab代码，有3个demo示例程序，可实现一维二维信号的稀疏表示。-K SVD sparse representation matlab code, there are three demo sample program can achieve one-dimensional two-dimensional signal sparse representation.
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Size: 6262784 |
Author: cherish |
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Description: MINC program matlab,KSVD to diagnostic medcial tumor
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Size: 1024 |
Author: playmec87 |
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Description: 这是个基于matlab的ksvd-omp算法-it s a ksvd-omp
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Size: 1024 |
Author: nancy |
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Description: ksvd 去噪，通过字典学习后得到的字典，对图像进行稀疏分解，从而达到去噪效果。(Ksvd denoising, through the dictionary learning to obtain the dictionary, the image sparse decomposition, so as to achieve denoising effect.)
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Size: 10240 |
Author: nsrjsyt
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Description: matlab的KSVD工具箱。应用于图像处理等(KSVD matlabtoolbox.compressive sensing.)
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Size: 20382720 |
Author: kylecxh
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Description: 图像去噪修复的典型算法代码包，包含基于稀疏表示的KSVD图像去噪，BM3D彩色图像去噪代码，TV图像修复代码，MCA图像修复代码。(Typical image denoising algorithm code package, including sparse representation based on KSVD image denoising, BM3D color image denoising code, TV image restoration code, MCA image restoration code.)
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Size: 9694208 |
Author: mutouren
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Description: 一种在matlab环境下的计算稀疏表示的学习字典的算法(A learning dictionary algorithm for computing sparse representation in Matlab environment)
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Size: 1024 |
Author: 356a
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Description: 使用ksvd的工具，能深入理解ksvd算法在图像去噪方面的应用。(Using ksvd tools, we can deeply understand the application of ksvd algorithm in image denoising.)
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Size: 6255616 |
Author: 宋易马
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Description: KSVD的稀疏编码去噪的matlab版本算法(Sparse encoding KSVD denoising algorithm)
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Size: 3072 |
Author: nirener0 |
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Description: 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)
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Size: 6264832 |
Author: wlz_aa |
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Description: 压缩感知与图像重建，详细介绍了KSVD、OMP、IRLS 、 Dantzig Selector 、MP 等算法的原理，并在MATLAB平台上编程实现。(Compressed sensing and image reconstruction, the principle of KSVD, OMP, IRLS, Dantzig Selector, MP and other algorithms are introduced in detail, and it is programmed on MATLAB platform.)
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Size: 175104 |
Author: hlb |
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