Chih-Ting (Jackie) Liu

Chih-Ting (Jackie) Liu

Computer Vision Applied Scientist

Amazon Lab126 in Taiwan

My name is Chih-Ting Liu (劉致廷 in Chinese). I am a Computer Vision Applied Scientist in Amazon Lab126 at Taipei, Taiwan. I work on enabling cutting-edge computer vision features on Amazon devices and Ring devices. In July 2022, I received my Ph.D. degree from National Taiwan University (NTU) at the Media IC and System Lab, advised by Prof. Shao-Yi Chien.

My research interest is mainly on recongnition system in computer vision, including human recognition (re-identification), face recognition and object tracking. Moreover, in order to deploy AI on edge devices, I also focus on techniques related to on-device training, such as federated learning, and on-device inference, such as network pruning. Here are my Google Scholar and CV.

Interests

  • Deep Learning for Computer Vision
  • Image/Video Recognition and Tracking
  • Person/Vehicle Re-Identification (Re-ID)
  • Neural Network Pruning
  • Federated Learning for Recognition

Education

  • Ph.D. in Electronics Enginieering, 2022

    National Taiwan University

  • M.S. in Electronics Engineering, 2019

    National Taiwan University

  • B.S. in Electrical Engineering, 2017

    National Taiwan University