In 2018, I joined Prof. Chan Chee Seng's CISIP lab as a research assistant and started my PhD at September of the same year. Since then, I have been working on numerous deep learning research projects particularly on the topic of computer vision related to scene text methods and low-light image enhancement methods.

• Below is a list of my publications over the years:
  • Conference

    • ICPR 2022 - Extremely Low-Light Image Enhancement with Scene Text Restoration. [paper] [code]
    • ICDAR 2021 - Competition on Integrated Circuit Text Spotting and Aesthetic Assessment [paper] [dataset]
    • CVPR 2020 - On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering [paper] [dataset]
    • ICDAR 2019 - Robust Reading Challenge on Arbitrary-Shaped Text - RRC-ArT [paper] [dataset]
    • ICDAR 2019 - Competition on Large-Scale Street View Text with Partial Labeling - RRC-LSVT [paper] [dataset]
    • ACMMM 2018 - Unprecedented Usage of Pre-trained CNNs on Beauty Product [paper]
  • Journal

    • Signal Processing: Image Communication 2025 - Text In the Dark: Extremely Low-Light Text Image Enhancement. [paper] [code]
    • Pattern Recognition 2024 - When IC Meets Text: Towards a Rich Annotated Integrated Circuit Text Dataset [paper] [code]

Collabarations with the following people are the key reasons of successful research projects:

My recent working experience:

References available upon request.

In the meantime of researching and working, I have been trying to contribute to the research community and the society in certain ways:

Besides, I have also reviewed papers for the following conferences along the years:

My education background:

Attended Summer School:

Achievements earned during my years of study: