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Description: Spectral Projected L1 solver
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Size: 66560 |
Author: angshul |
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Description: spgl1的最新版本1.7，用于图像处理中的大规模稀疏重建。-spgl1 the latest version 1.7, for image processing of large-scale sparse reconstruction.
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Size: 66560 |
Author: fulon |
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Description: based classification (SRC) has been widely used for face
recognition (FR). SRC first codes a testing sample as a
sparse linear combination of all the training samples, and
then classifies the testing sample by evaluating which class
leads to the minimum representation error. While the
importance of sparsity is much emphasized in SRC and
many related works, the use of collaborative representation
(CR) in SRC is ignored by most literature.
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Size: 67584 |
Author: israa |
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Description: 该算法可以有效解决BPDN，BP以及Lasso问题- SPGL1 is a Matlab solver
for large-scale one-norm regularized least squares. It is designed to
solve any of the following three problems:
1. Basis pursuit denoise (BPDN):
minimize ||x||_1 subject to ||Ax- b||_2 <= sigma,
2. Basis pursuit (BP):
minimize ||x||_1 subject to Ax = b
3. Lasso:
minimize ||Ax- b||_2 subject to ||x||_1 <= tau,
Platform: |
Size: 61440 |
Author: kaka |
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Description: 用于基于压缩感知的图像图形处理，对图像进行模拟采样并恢复-For graphics based on compressed sensing image processing, image and restore analog sampling
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Size: 142336 |
Author: 吴磊 |
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Description: 实现基于压缩感知理论的超声重构算法,其中包含SPGL1的工具包，在maltab中添加到路径即可-Based on the theory of compressed sensing reconstruction algorithm ultrasound
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Size: 59392 |
Author: hantingyu |
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Description: SPGL1，matlab toolbox 用于求解大尺度的L1范数的优化问题：BPDN，BP，LASSO。目前，这个是最新版本1.9.-SPGL1 is a Matlab solver for large-scale one-norm regularized least squares. It is designed to solve any of the following three problems:BPDN，BP，LASSO.SPGL1 relies only on matrix-vector operations Ax and A^T y and accepts both explicit matrices and functions that uate these products. SPGL1 is suitable for problems that are in the complex domain.
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Size: 71680 |
Author: 贝克汉公 |
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Description: Compressed sensing code package that helps to do efficient compressed sensing in different ways of image.-Compressed sensing code package that helps to do efficient compressed sensing in different ways of image.
Platform: |
Size: 70656 |
Author: My Email |
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Description: 压缩感知求解算法工具包。该工具包能求解多种问题，如基追踪，基追踪去燥，Lasso问题等(A Matlab toolbox for Compressed sensing)
Platform: |
Size: 1314816 |
Author: liuyanxiaoxiao |
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Description: This package contains Matlab implementations of CS based recovery algorithms
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Size: 6044672 |
Author: @# |
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Description: OMP algorithm to implement compressive sensing algorithms
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Size: 70656 |
Author: Kemeng0206 |
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