About Me
Hi! I'm Arthur, a Machine Learning Engineer at Framestore, where I build AI tools for creating visual effects in films and TV episodes. Previously, I was a Computer Vision Research Engineer at iProov conducting research on biometrics and facial antispoofing for face recognition system. I hold an MSc degree in Machine Learning and Computer Vision from University College London, with a strong passion to apply my knowledge in real-world scenarios. My research interests include Photorealistic 3D Reconstruction, Object Detection, Image-to-Image Translation, GANs, NeRFs, Gaussian Splatting, etc.
Projects
Photo Attack Dection Based On 3D Reconstruction
Proposed and implemented a 3D reconstruction-based method to detect photo attacks for face recognition systems by reconstructing 3D face point clouds using videos that captured user's face from different viewpoints.PythonPyTorchOpenCV
Poisson Image Editing
This project reimplemented the Poisson Equation from the paper 'Poisson Image Editing', P. Pérez, M. Gangnet, and A. Blake, Siggraph 2003, to perform seamless cloning and create special image effect such as transparent effect and texture flattening effect by importing and mixing gradients.PythonOpenCVNumPySciPy
Image Morphing
Image morphing is a image processing technique to create a smooth transition between two images by transforming one image into another through a series of intermediate images that blend the features of the original images. This project contains a step by step tutorial of the image morphing algorithm.PythonOpenCVdlibNumPySciPy
Photo Mosaic Generator
Implemented a photo mosaic generator to create a photo mosaic from different small photos using openCV.C++OpenCV
Escape From The Fire Maze
Developed a self-learning tool to teach beginners basic concepts in programming using software components with code free environment.JavaScriptVue.jsNode.jsBootstrap
Paricle System Simulation
Implemented a particle system to render water fountain in 3D using openGL COpenGL
Technical skills
Full Stack Development
React
NextJS
VueJS
HTML
CSS
Tailwind
JavaScript
TypeScript
ThreeJS
WebGL
NodeJS
ExpressJS
MySQL
Bash
Firebase
MongoDB
Django
Java
Machine Learning | Computer Vision & Graphics
Python
PyTorch
TensorFlow
SK-Learn
NumPy
SciPy
Pandas
Keras
CUDA
OpenCV
dlib
OpenGL
C & C++
MATLAB
Unity
Copyright © 2024 Arthur Cheung