Lehigh University

Hi! I'm Xiaowen.

I'm a PhD student in the Computer Science and Engineering department at Lehigh University. I work on Computer Vision and Deep Learning related research.

Biography

I started working in the WiNS Laboratory from Fall 2017 semester under the supervision of Dr. Mooi Choo Chuah. Before joining Lehigh University, I completed my M.S. degree in Electrical Computer Engineering at University of Illinois at Chicago.

Research Interests

  • Computer Vision

  • Deep Learning

  • Self Driving

  • Robotics

Education

  • Ph.D. in Computer Science

    2017 -    , Lehigh University

  • M.S. in Electrical and Computer Engineering

    2015 - 2017, University of Illinois at Chicago

  • Bachelor in Automation

    2012 - 2016, Northeastern University (China)

Projects

Driving Behavior Cloning

We train a convolutional neural network by letting it watch how we drive. It automatically learns from our driving behavior and can eventually drive by itself! (Check video demo in blog post)

Blog Code

Lane Finding

We use OpenCV and Python to build an algorithm to automatically detect and locate the lane for self-driving cars.

Blog Demo

K-Means Clustering with GUI

A Matlab program to visualize the K-Means Clustering process with GUI and animation.

Demo

Baxter cppKDL

My first robotic project for practice. We build a simple C++ library to calculate basic forward kinematics and inverse kinematic for Baxter research robots.

Code

Pedestrian Flow Simulator

A Matlab program to dynamically simulate the pedestrian flow in an enclosed area. This tool is very helpful for analyzing and designing the exit of an enclosed public place (e.g. subway, mall, museum etc.)

Code

Publications

  • Xin Li, Xiaowen Ying, Mooi Choo Chuah (2019). GRIP: Graph-based Interaction-aware Trajectory Prediction. 2019 IEEE Intelligent Transportation Systems Conference(ITSC).

  • Xiaowen Ying, Xin Li, Mooi Choo Chuah (2018). LiveFace: A Multi-Task CNN for Fast Face-Authentication. 2018 IEEE International Conference on Machine Learning and Applications(ICMLA).

About Me

My Chinese name is 英潇文(Ying, Xiaowen). If you are interested in how to pronounce “Xiaowen” like a Chinese speaker, you can click here to hear the audio. My friends in U.S. usually call me Shawn because it pronounces closely to my first name.

I’m a renaissance man with various interests. I like music and I’ve been playing piano for more than 15 years. I can play a little bit guitar as well. For fun, I sometimes compose my own music and share it to the internet. My works are mainly light music (New Age, Classical, etc.) but I still love listening to all kind of music.

I used to be the leader of the University Ballroom Dancing Group when I was an undergraduate student. Our dancing style was standard dancing and it was more competitively than socially. I also tried to learn some popular modern dance recently but I'm too busy as a Ph.D. student.