zx4829468's 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
VideoDenoising
A compressed sensing based approach for robust video denoising.
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.
Brain-Tumor-Classification-and-Detection-Machine-Learning
Refining the Accuracy and Efficiency to classify brain tumor images into malignant and benign using Matlab
CDLMRI
Coupled Dictionary Learning based Multi-contrast MRI Reconstruction
deblurring.tri-segment
Image Deblurring Using Tri-Segment Intensity Prior, Neurocomputing, 2020
DL-CACTI
Deep Learning for Video Compressive Sensing
EM_deblurring
Simple Matlab script to perform deconvolution on blurred images using the EM algorithm.
Enhanced-3DTV
The code of enhanced 3DTV Regularization and Its Applications on Hyper-spectral Image Denoising and Compressed Sensing
Graph-Based-Blind-Image-Deblurring
This code is the upgraded implementation of TIP paper "Graph-based Blind Image Deblurring from a Single Photograph".
Image-Compression
This repo contains DCT,DWT & BTC image compression techniques implementation in python with all the results graphs and codes.
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
kadmm
KADMM for Image Deblurring (Image Processing, SS2021, Heidelberg University)
latex-talk
Modern LaTeX in a Nutshell
lshort-zh-cn
A Chinese edition of the Not So Short Introduction to LaTeX2ε
repo25
Breast cancer classification
respond
A MATLAB package for deblurring directional images corrupted by Poisson noise
Retinal-Vessel-Segmentation
In this repository, I implement a system for extract blood vessels from DRIVE images.
Segmentation
Buildings segmentation and multiple sclerosis lesions segmentation (Dictionary learning, Encoding, Classification)
sparse-plex
A MATLAB library for sparse representation problems
Sparse-signal-recons
Course project for CS-754
Sparse-Signal-Recovery
Large-scale sparse signal recovery
sparse_based_face_recognition
A Matlab implementation of Face Recognition using Sparse Representation.
SSRE
SSRE: Cell Type Detection Based on Sparse Subspace Representation and Similarity Enhancement
YaleB-face-recognition-using-PCA-LDA-SVM-SRC
HW2 for Deep Learning, Using 4 models and 4 features to recognize face