Emission tomography with gravitational lensing using Neural Radiance Fields (NeRF)

MATLAB code for my masters thesis in IPCV on tomographic imaging

Contributors: Tsaichen Lee, Yuchen Wang, Jiaming Lu

Final Project for Vision for Multiple or Moving Cameras, part of IPCV MSc coursework

Jupyter notebooks for IPCV coursework for the course Numerical Analysis I.

A set of codes in Python from a workshop on Deep Learning for Computer Vision

Some datasets for Deep Learning

Empower users to conquer arachnophobia with this HoloLens2 app built in Unity, offering progressive exposure therapy in a holographic environment.

A repository of some of the most used Explainable AI (XAI) methods - both white box and black box, along with evaluations

MATLAB repo of various inverse problems and image reconstruction methods, including parameter learning

Coursework for IPCV - Fundamental Tools for Deep Learning

A machine learning algorithm used to classify SDSS SkyServer DR14 data into 3 classes - galaxy, star and qso, based on various photometric and spectroscopic data

An SVM based algorithm to detect normal and abnormal heart rates by classifying murmurs made by heart signals

Optic disc segmentation in Drishti-GS using basic image processing algorithms

A collection of consecutively run python scripts to download images taken by the Hubble's Telescope

Comparative analysis of ML and DL algorithms on the popular Multi-class Weather Dataset (MWD) for multi-class weather classification.

A classical machine learning algorithm based binary classification on the famous Scania APS dataset

A lucid way to detect genuine and fake signatures based on global and local features of handwritten signatures

A simple yet efficient ML algorithm to detect deepfakes in image sequences