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.

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

Check my CV for more details.

Publications

New! RFNet-4D: Joint Object Reconstruction and Flow Estimation from 4D Point Clouds
Tuan-Anh Vu, Duc-Thanh Nguyen, Binh-Son Hua, Quang-Hieu Pham, Sai-Kit Yeung
European Conference on Computer Vision (ECCV), 2022 (Oral)
Project Page Paper Code

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


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

  • Yingshu Chen, Tuan-Anh Vu, Ka-Chun Shum, Wishsmitha Samadhi Mendis, and Sai-Kit Yeung, "3D Stylization: Stylizing Large 3D Scene with RGB Images".
  • Tuan-Anh Vu*, SrinjaySoumitra Sarkar*, Binh-Son Hua, Zhiyuan Zhang and Sai-Kit Yeung, "Test-Time Augmentation with Neural Implicit Representation for 3D Classification and Segmentation".

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), ECCV (2022), WACV (2022, 2023), IET Computer Vision (2020)

Awards

  • 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