Biography
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
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Ph.D. in Electronics Enginieering, 2022
National Taiwan University
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M.S. in Electronics Engineering, 2019
National Taiwan University
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B.S. in Electrical Engineering, 2017
National Taiwan University
