Deep Learning

Neural rendering for semantic segmentation

Implementations of efficient neural rendering pipeline to generate view-consistency images and pseudo-labels for replay-based continual learning for semantic segmentation

Multi-modal pedestrian behavior analysis for Qolo robot

The focus will be to assess people navigation behavior around the robot by extracting trajectories and motions. I am working on a novel detecting, tracking, and motion profile extraction pipeline on lidar and camera data.

Online Visual Object Tracking for UAV in Dynamic Environments

Improved the existing trackers on overall performance in challenging UAV scenarios with high operational efficiency

3D Zonal Segmentation of the Prostate MRI (Deep Learning Final Project)

Implemented 3D Segmentation on medical images and got A in deep learning elective course.