Doanh C. Bui

Seoul, Republic of Korea

I am Doanh C. Bui, a Bachelor of Computer Science graduate from the University of Information Technology (UIT), VNU-HCM. I completed my degree in September 2022. For a brief period, from November 2022 to February 2023, I served as a teaching assistant at the Faculty of Software Engineering, UIT. Currently, I am pursuing a master’s degree in the School of Electrical Engineering at Korea University, where I am in my third semester, under the supervision of Prof. Jin Tae Kwak.

Throughout my academic journey, I have focused on various aspects of Computer Vision, specifically in areas such as Object Detection, Document Image Understanding, Image Captioning, and Human-Object Interaction. Presently, my research revolves around leveraging image processing techniques for histopathology images.

news

Mar 6, 2024	One paper has been accepted in IEEE Transactions on Circuits and Systems for Video Technology (IF = 8.4)
Mar 2, 2024	One paper has been accepted in Computer Methods and Programs in Biomedicine (IF = 6.1)
Feb 5, 2024	One paper has been accepted in MICCAI2023-Thompson (1st Place in Track 2 - Visual Question Answering)
Nov 23, 2023	One paper has been accepted in WACVW (1st Place in Track 1 - UPAR challenge 2024)
Sep 26, 2023	One paper has been accepted in Pattern Recognition Letters (IF = 5.1)
Jul 4, 2023	UIT-OpenViIC - An Open-domain Benchmark for Evaluating Image Captioning in Vietnamese (Under review)
Jan 27, 2022	I am accepted as the final recipient of the Hyundai Global Fellowship program!

selected publications

DAX-Net: A dual-branch dual-task adaptive cross-weight feature fusion network for robust multi-class cancer classification in pathology images

Doanh C. Bui, Boram Song, Kyungeun Kim, and 1 more author

Computer Methods and Programs in Biomedicine, 2024
Transformer-based Spatio-Temporal Unsupervised Traffic Anomaly Detection in Aerial Videos

Tung Minh Tran, Doanh C. Bui, Tam V. Nguyen, and 1 more author

IEEE Transactions on Circuits and Systems for Video Technology, 2024

C2T-Net: Channel-Aware Cross-Fused Transformer-Style Networks for Pedestrian Attribute Recognition

Doanh C. Bui, Thinh V. Le, and Ba Hung Ngo

In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, Jan 2024

Bib

@inproceedings{Bui_2024_WACV,
  author = {Bui, Doanh C. and Le, Thinh V. and Ngo, Ba Hung},
  title = {C2T-Net: Channel-Aware Cross-Fused Transformer-Style Networks for Pedestrian Attribute Recognition},
  booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops},
  month = jan,
  year = {2024},
  pages = {351-358},
}

Improving human–object interaction with auxiliary semantic information and enhanced instance representation

Khang Nguyen, Thinh V Le, Huyen Ngoc N Van, and 1 more author

Pattern Recognition Letters, Jan 2023

Bib

@article{nguyen2023improving,
  title = {Improving human--object interaction with auxiliary semantic information and enhanced instance representation},
  author = {Nguyen, Khang and Le, Thinh V and Van, Huyen Ngoc N and Bui, Doanh C},
  journal = {Pattern Recognition Letters},
  volume = {175},
  pages = {38--43},
  year = {2023},
  publisher = {Elsevier},
  doi = {https://doi.org/10.1016/j.patrec.2023.09.013},
}