• [2018 - 2023] Ph.D., Computer Engineering at SungKyunKwan University,
• [2015 - 2018] M.S., Computer Science at International University - Vietnam National University HCM City.
• [2010 - 2015] B.S., Computer Science at International University - Vietnam National University HCM City.

• [2023.09 - Present] Postdoctoral Researcher, Sungkyunkwan University
• [2015.09 - 2018.05] Research Assistant, International University - Vietnam National University HCM City
• [2013 - 2015] Teacher Assistant, International University - Vietnam National University HCM City

• [2024.06] Rank 2st of Track 3, and 3rd of Track 4 in the AI City Challenge, organized by Nvidia.
• [2023.12] National Research and Development Excellence 100 Selections in Korea.
• [2023.06] Rank 1st of Track 5 in the AI City Challenge, organized by Nvidia.
• [2021.06] Rank 4nd of Track 1 in the AI City Challenge, organized by Nvidia.
• [2020.12] Rank 2nd of Object Detection in the AI Contest.
• [2020.10] Rank 1st of Object Detection in the KODAS (4th Pangyo Autonomous Mobility Show: Autonomous Driving Recognition Technology Competition). link 1 link 2 link 3
• [2019.10] Rank 2nd of Object Detection in the KODAS (3th Pangyo Autonomous Mobility Show: Autonomous Driving Recognition Technology Competition).

• [2021 - predent] Edge Traffic Surveillance system, which is supported by Institute of Information & communications Technology Planning & Evaluation (IITP) grant funded by the Korea government (MSIT).
• [2018 - 2022] Autonomous Car project, which is supported by the National Research Foundation of Korea (NRF) Grant funded by the Korea Government (MSIT).
• [2018 - 2019] Gap and Flush measurement project, cooporated with Huyndai.
• [2014 - 2018] Traffic Surveillance System project in Ho Chi Minh City, which was deployed on Nguyen Van Kiet road in Ho Chi Minh city, Viet Nam.

2024

• Dual Memory Networks Guided Reverse Distillation for Unsupervised Anomaly Detection
  Chi Dai Tran, Long Hoang Pham, Duong Nguyen-Ngoc Tran, Quoc Pham-Nam Ho, Jae Wook Jeon
  Asian Conference on Computer Vision (ACCV), 2024
  Paper

• Dynamic Retraining-Updating Mean Teacher for Source-Free Object Detection
  Trinh Le Ba Khanh, Huy-Hung Nguyen, Long Hoang Pham, Duong Nguyen-Ngoc Tran, Jae Wook Jeon
  European Conference on Computer Vision (ECCV), 2024
  Paper

• Optimizing Monocular Driving Assistance for Real-time Processing on Jetson AGX Xavier
  Huy-Hung Nguyen, Duong Nguyen-Ngoc Tran, Long Hoang Pham, Jae Wook Jeon
  IEEE Access, 2024
  Paper

• Improving object detection to fisheye cameras with open-vocabulary pseudo-label approach
  Long Hoang Pham, Quoc Pham-Nam Ho, Duong Nguyen-Ngoc Tran, Tai Huu-Phuong Tran, Huy-Hung Nguyen, Duong Khac Vu, Chi Dai Tran, Ngoc Doan-Minh Huynh, Hyung-Min Jeon, Hyung-Joon Jeon, Jae Wook Jeon
  IEEE/CVF Conference on Computer Vision and Pattern Recognition - Workshop (CVPRW), 2024
  Paper

• Multi-view spatial-temporal learning for understanding unusual behaviors in untrimmed naturalistic driving videos
  Huy-Hung Nguyen, Chi Dai Tran, Long Hoang Pham, Duong Nguyen-Ngoc Tran, Tai Huu-Phuong Tran, Duong Khac Vu, Quoc Pham-Nam Ho, Ngoc Doan-Minh Huynh, Hyung-Min Jeon, Hyung-Joon Jeon, Jae Wook Jeon
  IEEE/CVF Conference on Computer Vision and Pattern Recognition - Workshop (CVPRW), 2024
  Paper

2023

• A Vision-Based method for real-time traffic flow estimation on edge devices
  Duong Nguyen-Ngoc Tran, Long Hoang Pham, Huy-Hung Nguyen, Jae Wook Jeon
  IEEE Transactions on Intelligent Transportation Systems, 2023
  Paper

• Robust automatic motorcycle helmet violation detection for an intelligent transportation system
  Duong Nguyen-Ngoc Tran, Long Hoang Pham, Hyung-Joon Jeon, Huy-Hung Nguyen, Hyung-Min Jeon, Tai Huu-Phuong Tran, Jae Wook Jeon
  IEEE/CVF Conference on Computer Vision and Pattern Recognition - Workshop (CVPRW), 2023
  Paper

• Improving deep learning-based automatic checkout system using image enhancement techniques
  Long Hoang Pham, Duong Nguyen-Ngoc Tran, Huy-Hung Nguyen, Hyung-Joon Jeon, Tai Huu-Phuong Tran, Hyung-Min Jeon, Jae Wook Jeon
  IEEE/CVF Conference on Computer Vision and Pattern Recognition - Workshop (CVPRW), 2023
  Paper

2022

• Universal Detection-Based Driving Assistance Using a Mono Camera With Jetson Devices
  Duong Nguyen-Ngoc Tran, Long Hoang Pham, Huy-Hung Nguyen, Tai Huu-Phuong Tran, Hyung-Joon Jeon, Jae Wook Jeon
  IEEE Access, 2022
  Paper

• A robust traffic-aware city-scale multi-camera vehicle tracking of vehicles
  Duong Nguyen-Ngoc Tran, Long Hoang Pham, Hyung-Joon Jeon, Huy-Hung Nguyen, Hyung-Min Jeon, Tai Huu-Phuong Tran, Jae Wook Jeon
  IEEE/CVF Conference on Computer Vision and Pattern Recognition - Workshop (CVPRW), 2022
  Paper

• DeepACO: A Robust Deep Learning-Based Automatic Checkout System
  Long Hoang Pham, Duong Nguyen-Ngoc Tran, Huy-Hung Nguyen, Tai Huu-Phuong Tran, Hyung-Joon Jeon, Hyung-Min Jeon, Jae Wook Jeon
  IEEE/CVF Conference on Computer Vision and Pattern Recognition - Workshop (CVPRW), 2022
  Paper

2021

• A Region-and-Trajectory Movement Matching for Multiple Turn-Counts at Road Intersection on Edge Device
  Duong Nguyen-Ngoc Tran, Long Hoang Pham, Huy-Hung Nguyen, Tai Huu-Phuong Tran, Hyung-Joon Jeon, Jae Wook Jeon
  IEEE/CVF Conference on Computer Vision and Pattern Recognition - Workshop (CVPRW), 2021
  Paper

2020

• A Smartphone-Based Laser Measuring System for Gap and Flush Assessment in Car Body
  Long Hoang Pham, Duong Nguyen-Ngoc Tran, Jin Young Byun, Chul Hong Rhie, Jae Wook Jeon
  IEEE Transactions on Industrial Electronics, 2020
  Paper

• Object Detection with Deep Learning on Drive PX2
  Duong Nguyen-Ngoc Tran, Huy-Hung Nguyen, Long Hoang Pham, Jae Wook Jeon
  IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), 2020
  Paper

Reviewer: IEEE T-ITS, IEEE-ITSM …