Publications

New! MarineVRS: Marine Video Retrieval System with Explainability via Semantic Understanding
Tan-Sang Ha*, Hai Nguyen-Truong*, Tuan-Anh Vu, and Sai-Kit Yeung
OCEANS 2023, Limerick

Marine Video Kit: A New Marine Video Dataset for Content-based Analysis and Retrieval (Oral)
Quang-Trung Truong, Tuan-Anh Vu, Tan-Sang Ha, Lokoc Jakub, Yue Him Wong Tim, Ajay Joneja, and Sai-Kit Yeung
29th International Conference on Multimedia Modeling (MMM), 2023
Project Page Paper (arxiv) Paper (Springer) Code

RFNet-4D: Joint Object Reconstruction and Flow Estimation from 4D Point Clouds (Oral - acceptance rate of 2.7% of 5,803 submissions)
Tuan-Anh Vu, Duc-Thanh Nguyen, Binh-Son Hua, Quang-Hieu Pham, Sai-Kit Yeung
European Conference on Computer Vision (ECCV), 2022
Project Page Paper Code Video Poster

Time-of-Day Neural Style Transfer for Architectural Photographs (Oral)
Yingshu Chen, Tuan-Anh Vu, Ka-Chun Shum, Binh-Son Hua, Sai-Kit Yeung
IEEE International Conference on Computational Photography (ICCP), 2022
Project Page Paper Code Video Poster

A Robust Multiclass Vehicle Detection and Classification Algorithm for Traffic Surveillance System
Long Hoang Pham, Hung Ngoc Phan, Nhat Minh Chung, Tuan-Anh Vu, Synh Ha
RIVF International Conference on Computing and Communication Technologies, 2020
Paper

An Improved Occlusion Detection with Constraints Approach for Video Processing
Tuan-Anh Vu, Hung Ngoc Phan, Tu Kha Huynh, and Synh Viet-Uyen Ha
International Conference on Industrial Networks and Intelligent Systems, 2018
Paper Video

An Extended Occlusion Detection Approach for Video Processing
Synh Viet-Uyen Ha, Tuan-Anh Vu, and Ha Manh Tran
REV Journal on Electronics and Communications (REV-JEC), 2018
Paper Video

Vehicle Classification in Nighttime using Headlights Trajectories Matching
Tuan-Anh Vu, Long Hoang Pham, Tu Kha Huynh, and Synh Viet-Uyen Ha
Fourth International Conference on Information Systems Design and Intelligent Applications, 2017
Paper Video

Nighttime Vehicle Detection and Classification via Headlights Trajectories Matching
Tuan-Anh Vu, Long Hoang Pham, Tu Kha Huynh, and Synh Viet-Uyen Ha
IEEE International Conference on System Science and Engineering (ICSSE), 2017
Paper Video
Preprints
- Tuan-Anh Vu, Hai Nguyen-Truong, Binh-Son Hua, and Sai-Kit Yeung, "TransCues: Integrating Boundary and Reflection Cues to Pyramidal Vision Transformer for Transparent Object Segmentation".
- Tuan-Anh Vu*, SrinjaySoumitra Sarkar*, Binh-Son Hua, Zhiyuan Zhang and Sai-Kit Yeung, "Test-Time Augmentation for 3D Point Cloud Classification and Segmentation".
- Hai Nguyen-Truong*, E-Ro Nguyen*, Tuan-Anh Vu, Minh-Triet Tran, and Sai-Kit Yeung, "PDF: Positional Prior and Deep Multimodal Fusion for Referring Expression Segmentation".
- Yingshu Chen, Tuan-Anh Vu, Ka-Chun Shum, Zhihao Liu, Huajian Huang, Haixin Liang and Sai-Kit Yeung, "3D ToD Stylization: Time-of-day Style Transfer for 3D Architectural Scenes".
Work Experiences

Teaching Assistant, Department of Computer Science and Engineering, Hong Kong University of Science and Technology (2020 - now)

Research Assistant, School of Computer Science and Engineering, International University - Vietnam National University Ho Chi Minh City (2017 - 2018)
Mentors: Dr. Ha Viet-Uyen Synh, Dr. Long Hoang Pham.
Teaching Assistant, School of Computer Science and Engineering, International University - Vietnam National University Ho Chi Minh City (2016 - 2018)
Professional Activities
- Reviewer: ICCV (2023), CVPR (2022, 2023), ECCV (2022), WACV (2022, 2023), ACCV (2022), ICME 2023, IET Computer Vision (2020)
Awards
- 2nd Place, USV-based Obstacle Segmentation Challenge at WACV 2023 Workshop on Maritime Computer Vision
- ARAP Research Award (2023-2024), Centre for Frontier AI Research, A*STAR
- UGC Research Travel Grant, Hong Kong University of Science and Technology (for attending ECCV 2022)
- Travel Grant, EPFL CIS Edge AI Summer School 2022
- Best Poster Award, Machine Learning Summer School Indonesia (MLSS-Indo) 2020
- Postgraduate Scholarship (2019-2023), The Hong Kong University of Science and Technology
- Scholarship for SENG Summer Camp for Elite Students 2019, The Hong Kong University of Science and Technology
- Scholarship for Master by Research program in Information Technology (2017), International University - Vietnam National University HCM City
- Scholarship for Excellent Academic Performance (2014-2015), International University - Vietnam National University HCM City