Auto Lung Segmentation
Trained and Evaluated CNNs-based Segmentation Model for automated lung region segmentation.
By Gavin Yue in AI Computer Vision Medical
Explainable AI - Controlable Image Generation
Investigated the intermediate latent spaces in generative AI StyleGAN and Diffusion models for controlable image generation.
By Gavin Yue in AI Computer Vision Medical
Evaluating Generative AI: GAN-Based Models
Evaluated cutting-edge GANs-based AI and their applications. Explored advancements in GAN architectures and their practical implementations across various domains
By Gavin Yue in AI Computer Vision
MRI Reconstruction Artefacts: Simulation & Mitigation Strategies
A technical exploration of MRI reconstruction degradation caused by k-space sampling errors and patient motion, with clinically informed mitigation strategies.
By Gavin Yue in Computer Vision Medical
Stereo 3D Reconstruction | Volume Visualisation
Developed a stereo vision-based 3D reconstruction pipeline for instrument tracking and measurement with 95% accuracy, incorporating feature detection, fluoroscopic tracking, and 3D volume rendering on surgical and zebrafish imaging data.
By Gavin Yue in Computer Vision Medical
Robotic Arms | Trajectory Plan
Developed trajectory planning algorithms for a 6-DoF robotic arm, achieving 5 mm precision in minimally invasive surgery scenarios within confined spaces, validated through simulation and real-world demonstration
Hyperspectral Imaging – Optical Modelling for Histological Image Segmentation
Simulating hyperspectral absorption in MATLAB for label-free tissue segmentation using haemoglobin spectral properties
By Gavin Yue in Computer Vision Medical
Medical Image Analysis - Vessel Segmentation and Filtering
Retinal vessel segmentation using classical computer vision techniques—edge detection, image filtering, and ROC-based threshold selection.
By Gavin Yue in Computer Vision Medical
More Projects to Be Added Soon …
More Projects to Be Added Soon…