Tuan-Anh Vu

I am a CS Ph.D. candidate at Hong Kong University of Science and Technology (HKUST) advised by Prof. Sai-Kit Yeung. Previously, I am a member of Computer Vision and Image Processing Lab under the supervision of Dr. Ha Viet Uyen Synh and also Research Assistant in the School of Computer Science and Engineering, International University - Vietnam National University Ho Chi Minh City.

I am very grateful to be a recipient of the A*STAR Research Attachment Programme (ARAP), which supports my research for 18 months at Centre for Frontier AI Research, A*STAR. During this time, I am very fortunate to work and be mentored by Dr. Qing Guo and Prof. Ivor W Tsang.

My recent research focuses on Deep Learning, 3D Reconstruction, Scene Understanding, Shape Analysis, and Geometry Processing. Currently, I have a pleasure of working with Prof. Duc Thanh Nguyen, Prof. Binh-Son Hua, and Dr. Quang-Hieu Pham.

Check my CV for more details.

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
Project Page Paper (arxiv) Paper (IEEE)

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, Duc Thanh Nguyen, Binh-Son Hua, Quang-Hieu Pham, Sai-Kit Yeung, "RFNet-4D++: Joint Object Reconstruction and Flow Estimation from 4D Point Clouds with Cross-Attention Spatio-Temporal Features".
Tuan-Anh Vu, Qing Guo, Binh-Son Hua, Ivor W. Tsang, Sai-Kit Yeung, "OVISCamo: Open-Vocabulary Instance Segmentation for Camouflaged Objects".
Tuan-Anh Vu, Hai Nguyen-Truong, Binh-Son Hua, Qing Guo, Ivor W. Tsang, 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, Sai-Kit Yeung, "Test-Time Augmentation for 3D Point Cloud Classification and Segmentation".
Hai Nguyen-Truong*, E-Ro Nguyen*, Tuan-Anh Vu, Binh-Son Hua, Minh-Triet Tran, Sai-Kit Yeung, "Improving Referring Expression Segmentation using Vision-Guided Text Features".
Yingshu Chen, Tuan-Anh Vu, Ka-Chun Shum, Zhihao Liu, Huajian Huang, Haixin Liang, 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)

COMP 4431 - Multimedia Computing (Spring 2020, 2022), COMP 1021 - Introduction to Computer Science (Fall 2020), ISDN2300 - Introduction to 3D Design (Fall 2021, 2022), ISDN2400 - Physical Prototyping (Spring 2021), ISDN5300 - Advanced Digital Design (Spring 2022), CSIT6000L - Advanced Digital Design (Spring 2022)

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)

Digital Image Processing ( 2016-2017), Theoretical Models for Computing (2016-2018), Introduction to Artificial Intelligence (2016-2017), Principle of Programming Language (2016-2017)

Professional Activities

Reviewer: CVPR (2022, 2023, 2024), ICCV (2023), ECCV (2022), WACV (2022, 2023, 2024), 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