mingsun-kaust Goto Github PK

2d-phase-unwrap-goldstein

Two-dimensional phase unwrapping using the Goldstein branch cut method

3d-fourier-ptychography-on-led-array-microscope

3dquantitativedpc

anomaly-detection-using-autoencoders

This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders

clusterpursuit

Code for Cluster Pursuit algorithm, as detailed in "Compressive Sensing for cut improvement and local clustering." by Ming-Jun Lai and Daniel Mckenzie

coarse_to_fine_hs_piv

coarse-to-fine variational optical flow method for fluid flows

colormap_matlab

Quick transfer packages from Python matplotlib to MATLAB

compressed-sensing

Compressed sensing recovery methods

cs229m_notes

deeplearningexamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

defect-detection-using-cnn

This project is a part of ICT730 Hardware Designs for Embedded Systems

determining-optical-flow

Determining optical flow by using Horn-Schunck method and Lucas-Kanade method

dictol

DICTOL - A Dictionary Learning Toolbox in Matlab and Python

distributed-compressive-sensing-a-deep-learning-approach

Distributed Compressive Sensing: A Deep Learning Approach

dpc_withaberrationcorrection

M. Chen, Z. F. Phillips, and L. Waller, Quantitative differential phase contrast (DPC) microscopy with computational aberration correction, Opt. Express 26(25), 32888-32899 (2018).

edge-detection-using-bm3d-filter

Comparison of smoothing filters (Median, Gaussian, Bilateral, BM3D) for denoising of images during edge detection.

entropy-otsu

MATLAB code and data for "Automatic image thresholding using Otsu’s method and entropy weighting scheme for surface defect detection"

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

extern_sync

fabricdefect

A weakly annotated fabric defect dataset. Contains 24 512x512 images. Every image has a 512x512 mask. The mask has one rectangular bounding box covering the entire defect but has pixels of fabric without defect. This makes the defect detection task challenging.

fair.m

Flexible Algorithms for Image Registration

fasta-matlab

A Matlab library for solving optimization problems with forward-backward splitting

fourier-ptychography

Fourier Ptychography Datasets and Codes

fpm

fpm_inr

Fourier Ptychographic Microscopy Reconstruction using Implicit Neural Representation

idt-using-annular-illumination

This is the MATLAB Implementation for Annular Illumination Intensity Diffraction Tomography (aIDT).

image-processing-codes-for-easier-understanding

original or modified image processing codes for easier understanding

image-registration

A MATLAB library/toolbox providing access to image registration suitable for use with medical images.

joint_sparse_algorithms

Joint Sparsity with Partially Known Support and Application to Ultrasound Imaging

k-svd

K-SVD Methods for Image Denoising.