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.

Languages

Programming Languages

Library and Framework

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

2020-NOW

STUDENT RESEARCH ASSISTANT, NATIONAL TAIWAN UNIVERSITY

Under 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.
SPRING 2022

TEACHING ASSISTANT, NATIONAL TAIWAN UNIVERSITY

Course: Probability
SUMMER 2022

TEACHING ASSISTANT, ACADEMIA SINICA AND NATIONAL TAIWAN UNIVERSITY

Course: 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.
AUG 2021-MAR 2022

INTERN, CHINATRUST COMMERCIAL BANK

Worked as summer and semester intern on development and optimization for continuous training for AI model that is dedicated to check identification and verification.

Education

2022-NOW

Master of Science, Department of Computer Science and Information Engineering

National Taiwan University, Taiwan

GPA 4.30
2018-2022

Bachelor of Science, Department of Computer Science and Information Engineering

National Taiwan University, Taiwan

GPA 3.93

Research

Performance on image matching and camera localization using different features

Comparing both computation cost and the accuracy of camera pose estimation using different kind of feature extraction methods.

View Result ↗

Indoor localization using fusion of vision, IMU and UWB

By fusing the result of different sensor, developed a better method for positioning unmanned aerial vehicles.

View Result ↗

General framework on enhancing existing NFTs.

Develop a platform for NFT creators to easily provide service, privilege or product exclusively for owners.

On-going.

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

Tez Dozen

A NFT PFP project on Tezos Chain

Worked as website backend developer.

View Project↗

akaVerse

A 3D virtual NFT gallery platform.

Worked as application backend developer

View Project↗