Projects

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.

Monocular Visual Odometry Pipeline

Implementation of a working, simple, monocular visual odometry (VO) pipeline in Matlab

Development of vision based algorithms to a window/balcony drone delivery

Proposed a simplified pipeline of last-centimeter drone delivery towards window/balcony with vision-based fiducial marker detection and collision prevention under rigorous test

Autonomous Navigation and Landing for Crazyflie

We programed based on [Crazyflie 2.1](https://www.bitcraze.io/products/crazyflie-2-1/) to find and precisely land on a platform with height of 10 cm by utilizing z reading from [flow deck](https://www.bitcraze.io/products/flow-deck-v2/). Additionally, We also utilized sensor readings from [multi-ranger deck](https://www.bitcraze.io/products/multi-ranger-deck/) to avoid the obstacles presented in the environment.

Sim2Real Development for Thymio with ROS

Implemented autonomous navigation with obstacle avoidance of the Thymio-II robot from simulation in Gazebo to real-world tests

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.

Teaching Assistant in Open Source Hardware and Programming

Acted as TA for freshmen in [College of Design & Innovation](http://tjdi.tongji.edu.cn/)

DIAN Racing Formula Student Electric Team

Built First leading 4WD Formula Student Racecar in China.