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Search results for matlab dictionary learning
dictionary-learning
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matlab
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9 search results found
Classifiertoolbox
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75
A MATLAB toolbox for classifier: Version 1.0.7
Sparse Plex
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61
A MATLAB library for sparse representation problems
Ksvd_reg
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20
Regularized K-SVD Algorithm
Imagefusion_dllrr
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19
multi-focus image fusion using dictionary learning and low-rank representation(ICIG 2017, Shanghai)
Graft Analysis
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10
This repository contains code for morphology-free analysis of functional fluorescence microscopy. The focal algorithm, Graph-Filtered Time-trace (GraFT) Dictionary Learning, is published in Charles et al. 2022 in the IEEE Transactions of Image Processing.
Segmentation
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8
Buildings segmentation and multiple sclerosis lesions segmentation (Dictionary learning, Encoding, Classification)
Double Sparse Coding
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8
Matlab code for learning doubly sparse dictionary on synthetic data. Details can be found in the paper "A Provable Approach for Double-Sparse Coding".
Image Deblocking Ssrqc
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8
Image deblocking method using structural sparse representation and quantization constraint
Hrp
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Code for paper "Efficient Sparse Coding using Hierarchical Riemannian Pursuit," in IEEE Transactions on Signal Processing, Y. Xue, V. K. N. Lau and S. Cai, doi: 10.1109/TSP.2021.3093769.
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