Pinned Repositories
Compressed-sensing-code
自己搜集和改写的压缩感知相关程序代码
compressive-sensing-denoising
Compressed sensing and denoising of images using sparse representations
DCATL1
This is the Matlab code for the paper: "Minimization of transformed L1 penalty: theory, difference of convex function algorithm, and robust application in compressed sensing"
Face-Recognition-With-NMF
对比PCA、基于LDA改进的PCA、NMF、LNMF、FNMF以及基于稀疏矩阵的判别（SRC）的人脸识别
Hyperspectral-image-target-detection-based-on-sparse-representation
Hyperspectral image Target Detection based on Sparse Representation
LA-SRBFR
SI131 (Linear Algebra) Course Project - Sparse Representation Based Face Recognition
Sparse-representation-and-its-application-in-computer-vision.
This code mainly consist of matlab programs written for expression invariant face recognition and background subtraction for video.
SparseGDLibrary
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
SRC-RLS
MATLAB code of the paper "Sparse Representation and Least Squares-Based Classification in Face Recognition", EUSIPCO 2014
superResolution_sparseRepresentation
Implements super-resolution algorithm via sparse representation of Raw patches in images
zx4829468's Repositories
zx4829468/Compressed-sensing-code
自己搜集和改写的压缩感知相关程序代码
zx4829468/compressive-sensing-denoising
Compressed sensing and denoising of images using sparse representations
zx4829468/VideoDenoising
A compressed sensing based approach for robust video denoising.
zx4829468/Anomaly-Detection-in-Hyperspectral-Images-Based-on-Low-Rank-and-Sparse-Representation
zx4829468/Bachelor-Thesis-Compressive-Sensing-in-Smart-Grids-monitoring-systems
Smart Grid (SG) technology transforms the traditional power network from a physical level into systems that comprise two levels side by side, the physical and the informative. Collecting, transferring and analyzing an enormous amount of data that can be acquired by different nodes in the network, together with the uncertainty caused by distributed power generators, challenges standard methods for safety and monitoring in future SGs. This thesis presents an effective dynamic solution for SG monitoring by combining concepts related to Compressive Sensing (CS) and Sparse Recovery (SR). Following a preliminary analysis of the stated concepts, a study is proposed to implement a SG model in MATLAB, with the aim to show and finally to compare some applications of CS - SR algorithmic techniques that are going to obtain effective problem solutions.
zx4829468/Brain-Tumor-Classification-and-Detection-Machine-Learning
Refining the Accuracy and Efficiency to classify brain tumor images into malignant and benign using Matlab
zx4829468/Breast-Cancer-Classification
zx4829468/CDLMRI
Coupled Dictionary Learning based Multi-contrast MRI Reconstruction
zx4829468/dailyWork
zx4829468/deblurring.tri-segment
Image Deblurring Using Tri-Segment Intensity Prior, Neurocomputing, 2020
zx4829468/DL-CACTI
Deep Learning for Video Compressive Sensing
zx4829468/EM_deblurring
Simple Matlab script to perform deconvolution on blurred images using the EM algorithm.
zx4829468/Enhanced-3DTV
The code of enhanced 3DTV Regularization and Its Applications on Hyper-spectral Image Denoising and Compressed Sensing
zx4829468/Graph-Based-Blind-Image-Deblurring
This code is the upgraded implementation of TIP paper "Graph-based Blind Image Deblurring from a Single Photograph".
zx4829468/Image-Compression
This repo contains DCT,DWT & BTC image compression techniques implementation in python with all the results graphs and codes.
zx4829468/Image-Signal-Processing
Collection of inverse problems in image processing via Alternating Direction Method (ADM), Alternating Minimization Method (AMA), Group Sparse signal denoising and Majorization-Minimization optimization based image/signal processing
zx4829468/kadmm
KADMM for Image Deblurring (Image Processing, SS2021, Heidelberg University)
zx4829468/latex-talk
Modern LaTeX in a Nutshell
zx4829468/lshort-zh-cn
A Chinese edition of the Not So Short Introduction to LaTeX2ε
zx4829468/nonconvexSR
zx4829468/repo25
Breast cancer classification
zx4829468/respond
A MATLAB package for deblurring directional images corrupted by Poisson noise
zx4829468/Retinal-Vessel-Segmentation
In this repository, I implement a system for extract blood vessels from DRIVE images.
zx4829468/Segmentation
Buildings segmentation and multiple sclerosis lesions segmentation (Dictionary learning, Encoding, Classification)
zx4829468/sparse-plex
A MATLAB library for sparse representation problems
zx4829468/Sparse-signal-recons
Course project for CS-754
zx4829468/Sparse-Signal-Recovery
Large-scale sparse signal recovery
zx4829468/sparse_based_face_recognition
A Matlab implementation of Face Recognition using Sparse Representation.
zx4829468/SSRE
SSRE: Cell Type Detection Based on Sparse Subspace Representation and Similarity Enhancement
zx4829468/YaleB-face-recognition-using-PCA-LDA-SVM-SRC
HW2 for Deep Learning, Using 4 models and 4 features to recognize face