Liu-mn's starred repositories
HNHOTV_OGS
Hybrid higher order non-convex total variation with overlapping group sparsity image denoising
MyRPCFromZero
从零开始,手写一个RPC,任何人都能看懂
Orthogonal-Clustering
A Bayesian method which utilises the rich structure embedded in the sensing matrix for fast sparse signal recovery
SLRpackage_AcceleratedCV_matlab
Sparse linear regression package with accelerated cross-validation. L_1, SCAD, MCP penalties are covered. The algorithm for optimization is cyclic coordinate descent.
optimized_ps
Matlab demo for our JMIV paper "Optimisation of classic photometric stereo by non-convex variational minimisation"
matconvnet
MatConvNet: CNNs for MATLAB
Tensor_Compressed_Sensing
The Demo of Caiafa's paper: Multidimensional compressed sensing and their applications. Because we can not open MEGA in P. R. China, the copy of matlab code is pushed to GitHub.
GreedyMethods
Code to reproduce the results presented in the work "Efficient First-order Methods for Convex Minimization: a Constructive Approach" (in Mathematical Programming series A) by Y. Drori and A. Taylor.
GlobalBioIm
A unifying Matlab framework for the development of reconstruction algorithms (solving inverse problems) in computational imaging
RegularizedTauEstimator
Reproducible Research material for : A new robust and ifficient estimator for ill-conditioned linear inverse problems with outliers.
GBP_noisy_linear_systems
Gaussian belief propagation solver for noisy linear systems with real coefficients and variables.
Distributed-Compressive-Sensing-A-Deep-Learning-Approach
Distributed Compressive Sensing: A Deep Learning Approach
CS_MoCo_LAB
Compressed Sensing and Motion Correction LAB: An MR acquisition and reconstruction system
IEEE_TGRS_SeCoDe
Matlab code of the TGRS paper entitled "Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing".
Coursera-Deep-Learning-deeplearning.ai
(完结)网易云课堂微专业《深度学习工程师》听课笔记,编程作业和课后练习