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Timothy Chen
About me
Right now a master student at National Taiwan University, graduating in June, 2024. My research is mainly around computer vision, computer graphics and decentralized application on blockchain. I also have interest in theoretic topics such as typing theorem and computational logics.
- Mandarin Chinese
native - English
fluent, TOEFL iBT 107
- C/C++
- Java
- Python
- Matlab
- Haskell
- GO
- SQL
- Shell Script
- CUDA
- PyTorch
- Tensorflow
- Standard Unix Lib
- Spring boot
Experiences
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2020-NOWSTUDENT RESEARCH ASSISTANT, NATIONAL TAIWAN UNIVERSITYUnder supervision of Prof. Yi-Ping Hung. Main field of research is computer vision, namely visual odometry. Also involved in web development project utilizing decentralized application and blockchain.
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SPRING 2022TEACHING ASSISTANT, NATIONAL TAIWAN UNIVERSITYCourse: Probability
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SUMMER 2022TEACHING ASSISTANT, ACADEMIA SINICA AND NATIONAL TAIWAN UNIVERSITYCourse: Formosan Summer School on Logic, Language, and Computation, by professor Shin-Cheng Mu, Josh Ko, Liang‑Ting Chen and Chung‑Chieh Shan. A elective course focused on various topics in theoretical field including lambda calculus, typing theorem etc.
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AUG 2021-MAR 2022INTERN, CHINATRUST COMMERCIAL BANKWorked as summer and semester intern on development and optimization for continuous training for AI model that is dedicated to check identification and verification.
Education
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2022-NOWMaster of Science, Department of Computer Science and Information EngineeringNational Taiwan University, TaiwanGPA 4.30
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2018-2022Bachelor of Science, Department of Computer Science and Information EngineeringNational Taiwan University, TaiwanGPA 3.93
Research
Comparing both computation cost and the accuracy of camera pose estimation using different kind of feature extraction methods.
View Result ↗By fusing the result of different sensor, developed a better method for positioning unmanned aerial vehicles.
View Result ↗Develop a platform for NFT creators to easily provide service, privilege or product exclusively for owners.
Publication
Kao, Peng-Yuan, Rong-Rong Zhang, Timothy Chen, and Yi-Ping Hung. "Absolute Camera Pose Regression Using an RGB-D Dual-Stream Network and Handcrafted Base Poses." Sensors 22, no. 18 (2022): 6971.
Kao, Peng-Yuan, Hsiu-Jui Chang, Kuan-Wei Tseng, Timothy Chen, He-Lin Luo, and Yi-Ping Hung. "VIUNet: Deep Visual–Inertial–UWB Fusion for Indoor UAV Localization." IEEE Access (2023).
Timothy Chen, Miguel Ying Jie Then, Jing-Yuan Huang, Yang-Sheng Chen, Ping-Hsuan Han, and Yi-Ping Hung. "sPellorama: An Immersive Prototyping Tool using Generative Panorama and Voice-to-Prompts." In ACM SIGGRAPH 2023 Posters, pp. 1-2. 2023.
Side Projects
timothy950196@gmail.com