Chee-An Yu¶
About Me¶
Chee-An Yu is a PhD student in multimedia commucation lab (MCL) advised by Professor C.-C. Jay Kuo in Electrical and Computer Engineering at the University of Southern California (USC). He received his bachelor’s degree in mechanical engineering and master’s degree in electrical engineering in 2018 and 2020, respectively, both from National Taiwan University. Before he started his PhD journey, he had been an algorithm design engineer for 2.5 years at Mediatek. His research interests are image and signal processing, machine learning, and electronic design automation. In his free time, he is a hiking enthusiast and basketball lover.
Education¶
Ph.D. in Electrical and Computer Engineering¶
- University of Southern California (2023.Aug ~ present)
- Multimedia Communications Lab (Advisor: C.-C. Jay Kuo)
Master in Electrical Engineering¶
- National Taiwan University (2018 ~ 2020)
- Advanced Control Lab (Advisor: Li-Chen Fu)
- Master Thesis: Complex Environment Localization Using Complementary Ceiling and Ground Information, Journal of Autonomous Robots, 2023, 47.6:669-684
Bachelor in Mechanical Engineering¶
- National Taiwan University (2014 ~ 2018)
Publications¶
-
GIRD: A Green IR-Drop Estimation Method: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (Early Access)
-
GIFT: A Green Image Forgery Tracker: Jouranl of Visual Communication and Image Representation (under review)
-
Complex Environment Localization Using Complementary Ceiling and Ground Information: Journal of Autonomous Robots, 2023, 47.6:669-684
-
Multi-Layer Environmental Affordance Map for Robust Indoor Localization, Event Detection, and Social Friendly Navigation: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019)
Skills¶
- Programming Languages: Python, C/C++, Matlab
- Image Signal Processing: Contrast Enhancement, Motion-blur Reduction, Noise Suppression
- Machine Learning: Sustainable/Efficient AI, Green AI, Green Learning, Deep Learning
- Electronic Design Automation: IR-drop analysis
Experience¶
Engineer - Mediatek¶
Dates: 2020 Nov - 2023 Jun
- Develop Motion deblur algorithm
- Design panel compsenation algorithm
- Analyze tone-mapping algorithm for contrast enhancement
Robot Vision Internship - Techman Robot (Quanta Computer)¶
Dates: 2016 Jul ~ 2016 Aug
- Build an embedding system to accelerate 3D data processing from depth camera
- Develop depth image data processing algorithm
Teaching Assistant¶
- NTU CSIE5047 Robotics (Adviser: Li-Chen Fu, 2019 Fall) Best TA Award
- USC CSCI356 Introduction to Computer Systems (2025 Spring)
Contact Me¶
- Email: cheeanyu@usc.edu
- LinkedIn: Chee-An Yu
- GitHub: Chee-An Yu
Feel free to reach out for collaboration, questions, or just to say hello!
Last updated: 2024.12.14