A MATLAB toolbox for classifier: Version 1.0.7
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Updated
Jan 5, 2023 - MATLAB
A MATLAB toolbox for classifier: Version 1.0.7
A MATLAB library for sparse representation problems
multi-focus image fusion using dictionary learning and low-rank representation(ICIG 2017, Shanghai)
Regularized K-SVD Algorithm
Compressed sensing and denoising of images using sparse representations
Project Course CS399 for deblurring of Image using Machine Learning
A Low-rank Tensor Dictionary Learning Method for Hyperspectral Image Denoising.
Image deblocking method using structural sparse representation and quantization constraint
Code for "Online convolutional sparse coding (TIP 2018)".
Buildings segmentation and multiple sclerosis lesions segmentation (Dictionary learning, Encoding, Classification)
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.
Matlab code for learning doubly sparse dictionary on synthetic data. Details can be found in the paper "A Provable Approach for Double-Sparse Coding".
Code for "Sample-Dependent CSC (ICML 2018)".
Face Recognition via Locality Constrained Low Rank Representation and Dictionary Learning
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.
Active Learning combining Online Semi-Supervised Dictionary Learning
Bilinear Adaptive Vector Approximate Message Passing
Matlab based implementation for doing face recognition using Discriminative KSVD technique.
My undergrad thesis
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