Publications

All of my publications in reversed chronological order.

2026

  1. TSBOW: Traffic Surveillance Benchmark for Occluded Vehicles Under Various Weather Conditions
    Ngoc Doan-Minh Huynh, Duong Nguyen-Ngoc Tran, Long Hoang Pham, and 10 more authors
    In AAAI Conference on Artificial Intelligence, Singapore, Jan 2026
  2. KR Patent
    Apparatus for Judging Violation of Two-Wheeled Vehicle Exclusive Lane and Its Operation Method
    Jae Wook Jeon, Duong Nguyen-Ngoc Tran, Long Hoang Pham, and 3 more authors
    Jun 2026
    Application No. 10-2024-0179946, Publication No. 10-2026-0088248, Filed Dec. 05, 2024, Published Jun. 12, 2026
  3. US Patent
    US_12682334_B2.jpg
    Device and Method for Detecting On Product in Automatic Checkout System, Storage Medium Storing Instructions to Perform Method for Detecting On Product in Automatic Checkout System
    Jae Wook Jeon, Long Hoang Pham, Hyung‑Min Jeon, and 2 more authors
    Jul 2026
    Application No. 18/913,280, Filed Oct. 11, 2024, Registered Jul. 14, 2026
  4. KR Patent
    KR_10_2994156.jpg
    Automatic Checkout System and Control Method for the Same
    Jae Wook Jeon, Long Hoang Pham, Hyung‑Min Jeon, and 1 more author
    Jul 2026
    Application No. 10-2022-0154620, Publication No. 10-2024-0072708, Filed Nov 17, 2022, Published May 24, 2024, Registered Jul. 16, 2026
  5. Rethinking Pre-Training and Augmentation for Zero-Shot Cross-City Object Detection
    Long Hoang Pham, Quoc Pham-Nam Ho, Huy-Hung Nguyen, and 10 more authors
    In European Conference on Computer Vision Workshop (ECCVW), Malmö, Sweden. 1st Prize in 10th AI City Challenge , Sep 2026
  6. A Hybrid Data-Centric Framework for Thermal Multiple-Object Tracking with Complex Motion Patterns
    Duong Nguyen-Ngoc Tran, Long Hoang Pham, Quoc Pham-Nam Ho, and 4 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Denver, Colorado, USA, Jun 2026
  7. Syn2RealTrack: Bridging the Gap Between Synthetic and Real World Dataset for Online Multi-View Multi-Target Tracking
    Duong Nguyen-Ngoc Tran, Ngoc Doan-Minh Huynh, Cu Quoc Le, and 10 more authors
    In European Conference on Computer Vision Workshop (ECCVW), Malmö, Sweden. 2nd Prize in 10th AI City Challenge , Sep 2026

2025

  1. KR Patent
    Method and Apparatus for Providing Object Recognition, Learning Method for Object Recognition
    Jae Wook Jeon, Duong Nguyen-Ngoc Tran, Hyung‑Min Jeon, and 2 more authors
    Apr 2025
    Application No. 10-2023-0132012, Publication No. 10-2025-0049099, Filed Oct. 10, 2023, Published Apr. 11, 2025
  2. KR Patent
    Method and Device for Product Detecting of Automatic Checkout System
    Jae Wook Jeon, Long Hoang Pham, Hyung‑Min Jeon, and 2 more authors
    Apr 2025
    Application No. 10-2023-0135771, Publication No. 10-2025-0052688, Filed Oct. 12, 2023, Published Apr. 21, 2025
  3. KR Patent
    KR_10_2824453.jpg
    Central Data Processing Apparatus Using Plurality of Data Processing Apparatuses and Data Processing Method Using the Same
    Jae Wook Jeon, Duong Nguyen-Ngoc Tran, Hyung‑Min Jeon, and 2 more authors
    Jun 2025
    Application No. 10-2022-0076667, Publication No. 10-2024-0000117, Filed Jun. 23, 2022, Published Jan. 02, 2024, Registered Jun. 19, 2025
  4. KR Patent
    KR_10_2833871.jpg
    Method for Predicting Traffic Information and Apparatus Thereof
    Jae Wook Jeon, Long Hoang Pham, Hyung‑Min Jeon, and 1 more author
    Jul 2025
    Application No. 10-2022-0047198, Publication No. 10-2023-0148050, Filed Apr. 15, 2022, Published Oct. 24, 2023, Registered Jul. 09, 2025
  5. KR Copyright
    3D Tracklet-Cluster Multi-View Mapping Based on Depth Maps and Bird-Eye-View Tracking
    Oct 2025
  6. KR Patent
    Guided Curve Estimation Method and Apparatus for Enhancing Low-Light Images
    Jae Wook Jeon, Long Hoang Pham, Huy-Hung Nguyen, and 2 more authors
    Dec 2025
    Application No. 10-2024-0073935, Publication No. 10-2025-0174395, Filed Jun. 05, 2024, Published Dec. 12, 2025
  7. Data Augmentation Is All You Need For Robust Fisheye Object Detection
    Long Hoang Pham, Quoc Pham-Nam Ho, Duong Khac Vu, and 1 more author
    In IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), Honolulu, HI, USA. 2nd Prize in 9th AI City Challenge , Oct 2025
  8. arXiv
    A Novel Tuning Method for Real-time Multiple-Object Tracking Utilizing Thermal Sensor with Complexity Motion Pattern
    Duong Nguyen-Ngoc Tran, Long Hoang Pham, Chi Dai Tran, and 3 more authors
    . 1st Prize in 1st TP-MOT, 21st PBVS Workshop , 2025
  9. DepthTrack: Cluster Meets BEV for Multi-Camera Multi-Target 3D Tracking
    In IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Honolulu, HI, USA. 2nd Prize in 9th AI City Challenge , Oct 2025

2024

  1. KR Patent
    Apparatus and Method for Generating Data for Learning of Artificial Neural Network
    Jae Wook Jeon, Duong Nguyen-Ngoc Tran, Hyung‑Min Jeon, and 2 more authors
    Jul 2024
    Application No. 10-2023-0006155, Publication No. 10-2024-0114129, Filed Jan. 16, 2023, Published Jul. 23, 2024
  2. KR Patent
    KR_10_2695217.jpg
    Method and Device for Enhancing Low-Light Images
    Jae Wook Jeon, Long Hoang Pham, Hyung‑Min Jeon, and 2 more authors
    Aug 2024
    Application No. 10-2023-0051853, Filed Apr. 20, 2023, Registered Aug. 09, 2024
  3. US Patent
    Automatic Checkout System, Method for Controlling Automatic Checkout System, and Storage Medium Storing Instructions to Perform Method for Controlling Automatic Checkout System
    Jae Wook Jeon, Long Hoang Pham, Hyung‑Min Jeon, and 1 more author
    Sep 2024
    Application No. 18/512,206, Publication No. US-20240312185-A1, Filed Nov. 17, 2023, Published Sep. 19, 2024
  4. KR Copyright
    Adaptive Scene Automatic Motorbike Helmet Violation Detection
    Oct 2024
  5. KR Copyright
    Automatic Abnormal Driving Detection from Multi-Camera
    Oct 2024
  6. KR Copyright
    Zero-ME2: Zero-Shot Multimodal Multiple Exposure Enhancement via Implicit Neural Representations
    Jae Wook Jeon, Long Hoang Pham, Duong Nguyen-Ngoc Tran, and 2 more authors
    Oct 2024
  7. KR Copyright
    All-Weather Image Restoration
    Jae Wook Jeon, Quoc Pham-Nam Ho, Long Hoang Pham, and 2 more authors
    Oct 2024
  8. KR Copyright
    CCTV Lane Line Detection with UI and Evaluation Program
    Jae Wook Jeon, Tai Huu-Phuong Tran, Long Hoang Pham, and 3 more authors
    Oct 2024
  9. KR Copyright
    Efficient Speed Estimation in Traffic Surveillance Systems Using Camera Sensors
    Jae Wook Jeon, Son Hong Phan, Long Hoang Pham, and 1 more author
    Nov 2024
  10. US Patent
    Apparatus and Method for Generating Data for Training of Neural Network and Storage Medium Storing Instructions to Perform Method for Generating Data for Training of Neural Network
    Jae Wook Jeon, Duong Nguyen-Ngoc Tran, Hyung‑Min Jeon, and 2 more authors
    Dec 2024
    Application No. 18/413,222, Publication No. US-20240428574-A1, Filed Jan. 16, 2024, Published Dec. 26, 2024
  11. Dynamic Retraining-Updating Mean Teacher for Source-Free Object Detection
    Trinh Ba Khanh Le, Huy-Hung Nguyen, Long Hoang Pham, and 2 more authors
    In Computer Vision – ECCV 2024, Milan, Italy, Sep 2024
  12. Optimizing Monocular Driving Assistance for Real-Time Processing on Jetson AGX Xavier
    Huy-Hung Nguyen, Duong Nguyen-Ngoc Tran, Long Hoang Pham, and 1 more author
    IEEE Access, 2024
  13. Multi-View Spatial-Temporal Learning for Understanding Unusual Behaviors in Untrimmed Naturalistic Driving Videos
    Huy-Hung Nguyen, Chi Dai Tran, Long Hoang Pham, and 8 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle, WA, USA. 2nd Prize in 8th AI City Challenge , Jun 2024
  14. Conference
    City-Scale Multi-Camera Tracking of Vehicles using YOLOv9 and ByteTrack
    Huy-Hung Nguyen, Duong Nguyen-Ngoc Tran, Long Hoang Pham, and 2 more authors
    In 24th International Conference on Control, Automation and Systems (ICCAS), Jeju, Korea, Republic of, Oct 2024
  15. Improving Object Detection to Fisheye Cameras with Open-Vocabulary Pseudo-Label Approach
    Long Hoang Pham, Quoc Pham-Nam Ho, Duong Nguyen-Ngoc Tran, and 8 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle, WA, USA. 3rd Prize in 8th AI City Challenge , 2024
  16. ACCV
    Dual Memory Networks Guided Reverse Distillation for Unsupervised Anomaly Detection
    Chi Dai Tran, Long Hoang Pham, Duong Nguyen-Ngoc Tran, and 2 more authors
    In Computer Vision – ACCV 2024, Hanoi, Vietnam, Dec 2024

2023

  1. KR Copyright
    Automatic Motorbike Violation Detection
    Jae Wook Jeon, Duong Nguyen-Ngoc Tran, Long Hoang Pham, and 2 more authors
    Aug 2023
  2. US Patent
    Method for Predicting Traffic Information, Apparatus for Predicting Traffic Information, and Storage Medium Storing Instructions to Perform Method for Predicting Traffic Information
    Jae Wook Jeon, Long Hoang Pham, Hyung‑Min Jeon, and 1 more author
    Oct 2023
    Application No. 18/133,630, Publication No. US-20230334980-A1, Filed Apr. 12, 2023, Published Oct. 19, 2023
  3. KR Copyright
    Vehicle Pose for Real-Time and Accurate Speed Estimation in Traffic Surveillance Systems
    Jae Wook Jeon, Son Hong Phan, Long Hoang Pham, and 1 more author
    Dec 2023
  4. Improving Deep Learning-based Automatic Checkout System Using Image Enhancement Techniques
    Long Hoang Pham, Duong Nguyen-Ngoc Tran, Huy-Hung Nguyen, and 4 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, BC, Canada, Jun 2023
  5. Conference
    A Safety System for Industrial Fields Using YOLO Object Detection with Deep Learning
    Jeong Yoon Rhee, Jun Hyuk Park, Jae In Lee, and 3 more authors
    In 2023 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC), Jeju, Korea, Republic of, Jun 2023
  6. Robust Automatic Motorcycle Helmet Violation Detection for an Intelligent Transportation System
    Duong Nguyen-Ngoc Tran, Long Hoang Pham, Hyung-Joon Jeon, and 4 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, BC, Canada. 1st Prize in 7th AI City Challenge , Jun 2023
  7. A Vision-Based Method for Real-Time Traffic Flow Estimation on Edge Devices
    Duong Nguyen-Ngoc Tran, Long Hoang Pham, Huy-Hung Nguyen, and 1 more author
    IEEE Transactions on Intelligent Transportation Systems, Aug 2023

2022

  1. KR Copyright
    Low-Light Image Enhancement Network, Zero-ADCE
    Jae Wook Jeon, Long Hoang Pham, Duong Nguyen-Ngoc Tran, and 2 more authors
    Nov 2022
  2. KR Copyright
    Nighttime Traffic Dataset Generation
    Jae Wook Jeon, Duong Nguyen-Ngoc Tran, Long Hoang Pham, and 2 more authors
    Nov 2022
  3. Conference
    Camera-Wise Training for Enhanced Omni-directional 2D Object Detection
    Hyung-Joon Jeon, Duong Nguyen-Ngoc Tran, Long Hoang Pham, and 3 more authors
    In IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society, Brussels, Belgium, Oct 2022
  4. Conference
    3D Synthetic Image Training and Testing Data for Autonomous Driving
    Hyung-Min Jeon, Long Hoang Pham, Duong Nguyen-Ngoc Tran, and 2 more authors
    In 2022 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), Yeosu, Korea, Republic of, Oct 2022
  5. DeepACO: A Robust Deep Learning-based Automatic Checkout System
    Long Hoang Pham, Duong Nguyen-Ngoc Tran, Huy-Hung Nguyen, and 4 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), New Orleans, LA, USA, Jun 2022
  6. Conference
    ug2+_2022_2023_dethaze_400.gif
    Half-Instance Normalization for Accurate Object Detection in Hazy Conditions
    Long Hoang Pham, Duong Nguyen-Ngoc Tran, and Jae Wook Jeon
    In 2022 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), Yeosu, Korea, Republic of, Oct 2022
  7. Conference
    Automatic Method of Camera Calibration for the Traffic Surveillance
    Son Hong Phan, Long Hoang Pham, Duong Nguyen-Ngoc Tran, and 1 more author
    In 2022 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), Yeosu, Korea, Republic of, Oct 2022
  8. A Robust Traffic-Aware City-Scale Multi-Camera Vehicle Tracking Of Vehicles
    Duong Nguyen-Ngoc Tran, Long Hoang Pham, Hyung-Joon Jeon, and 4 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), New Orleans, LA, USA, Jun 2022
  9. Conference
    City-Scale Multi-Camera Vehicle Tracking of Vehicles based on YOLOv7
    Duong Nguyen-Ngoc Tran, Long Hoang Pham, Huy-Hung Nguyen, and 1 more author
    In 2022 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), Yeosu, Korea, Republic of, Oct 2022
  10. Universal Detection-Based Driving Assistance Using a Mono Camera With Jetson Devices
    Duong Nguyen-Ngoc Tran, Long Hoang Pham, Huy-Hung Nguyen, and 3 more authors
    IEEE Access, 2022
  11. Conference
    Color Comparison Method Using Smartphone Camera
    Duong Khac Vu, Long Hoang Pham, Jin Young Byun, and 2 more authors
    In 2022 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), Yeosu, Korea, Republic of, Oct 2022

2021

  1. KR Copyright
    Turn-counts Traffic Flow Estimation
    Jae Wook Jeon, Long Hoang Pham, Duong Nguyen-Ngoc Tran, and 1 more author
    Sep 2021
  2. Conference
    2021_01_iceic_1570694416.jpg
    Analysis of the Smartphone Camera Exposure Effect on Laser Extraction
    Long Hoang Pham, Duong Nguyen-Ngoc Tran, Chul Hong Rhie, and 1 more author
    In 2021 International Conference on Electronics, Information, and Communication (ICEIC), Jeju, Korea (South). Best Paper Award , Jan 2021
  3. Conference
    2021_01_iceic_1570694418.gif
    A Mobile Vision-based System for Gap and Flush Measuring between Planar Surfaces Using ArUco Markers
    Long Hoang Pham, Duong Nguyen-Ngoc Tran, Chul Hong Rhie, and 1 more author
    In 2021 International Conference on Electronics, Information, and Communication (ICEIC), Jeju, Korea (South), Jan 2021
  4. Conference
    2021_02_futuretech_04.jpg
    Developing a Smartphone-based Hand-Held Radius Measurement Using Laser Triangulation System
    Long Hoang Pham, Duong Nguyen-Ngoc Tran, Chul Hong Rhie, and 1 more author
    In 16th International Conference on Future Information Technology (FutureTech 2021), 2021
  5. Conference
    2021_02_futuretech_05.jpg
    An Improved Sub-Pixel Laser Center Extraction Using Peak Position and Contour Detection Methods
    Long Hoang Pham, Duong Nguyen-Ngoc Tran, Chul Hong Rhie, and 1 more author
    In 16th International Conference on Future Information Technology (FutureTech 2021), 2021
  6. TIE
    2021_07_tie.gif
    A Smartphone-Based Laser Measuring System for Gap and Flush Assessment in Car Body
    Long Hoang Pham, Duong Nguyen-Ngoc Tran, Jin Young Byun, and 2 more authors
    IEEE Transactions on Industrial Electronics, Jul 2021
  7. Conference
    Benchmark of Segmentation Model on Edge Device
    Duong Nguyen-Ngoc Tran, Long Hoang Pham, and Jae Wook Jeon
    In 16th International Conference on Future Information Technology (FutureTech 2021), 2021
  8. 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, and 3 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Nashville, TN, USA, Jun 2021
  9. VisDrone-MOT2021: The Vision Meets Drone Multiple Object Tracking Challenge Results
    Guanlin Chen, Wenguan Wang, Zhijian He, and 34 more authors
    In IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), Montreal, BC, Canada, Oct 2021

2020

  1. Conference
    A Robust Multiclass Vehicle Detection and Classification Algorithm for Traffic Surveillance System
    Long Hoang Pham, Hung Ngoc Phan, Nhat Minh Chung, and 2 more authors
    In 2020 RIVF International Conference on Computing and Communication Technologies (RIVF), Ho Chi Minh, Vietnam, Oct 2020
  2. Conference
    2020_10_icce_asia_driveretinex_net.gif
    Low-Light Image Enhancement for Autonomous Driving Systems Using DriveRetinex-Net
    Long Hoang Pham, Duong Nguyen-Ngoc Tran, and Jae Wook Jeon
    In 2020 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia), Seoul, Korea (South), Nov 2020
  3. Conference
    tss_hcmc_2015_task_05_deshadow_400.gif
    Improved Shadow Removal Algorithm for Vehicle Classification in Traffic Surveillance System
    Hung Ngoc Phan, Long Hoang Pham, Nhat Minh Chung, and 1 more author
    In 2020 RIVF International Conference on Computing and Communication Technologies (RIVF), Ho Chi Minh City, Vietnam, Oct 2020
  4. Conference
    Object Detection with Deep Learning on Drive PX2
    Duong Nguyen-Ngoc Tran, Huy-Hung Nguyen, Long Hoang Pham, and 1 more author
    In 2020 IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia), Seoul, Korea (South), 2020

2019

  1. Conference
    A Real-time Vehicle Detection for Traffic Surveillance System Using a Neural Decision Tree
    Hung Ngoc Phan, Long Hoang Pham, Tin Trung Thai, and 2 more authors
    In 2019 25th Asia-Pacific Conference on Communications (APCC), Ho Chi Minh City, Vietnam, 2019

2018

  1. Conference
    tss_hcmc_2015_task_05_deshadow_process_400.gif
    A Hybrid Shadow Removal Algorithm for Vehicle Classification in Traffic Surveillance System
    Long Hoang Pham, Hung Ngoc Phan, Duong Hai Le, and 1 more author
    In Information Systems Design and Intelligent Applications, 2018
  2. Conference
    tss_hcmc_2015_task_07_occlusion_400.gif
    Occlusion Vehicle Segmentation Algorithm in Crowded Scene for Traffic Surveillance System
    Hung Ngoc Phan, Long Hoang Pham, Duong Nguyen-Ngoc Tran, and 1 more author
    In Information Systems Design and Intelligent Applications, 2018
  3. Conference
    tss_hcmc_2015_task_08_scene_rain_400.gif
    Probabilistic Model and Neural Network for Scene Classification in Traffic Surveillance System
    Duong Nguyen-Ngoc Tran, Long Hoang Pham, Ha Manh Tran, and 1 more author
    In Information Systems Design and Intelligent Applications, 2018
  4. Conference
    Vehicle Classification in Nighttime Using Headlights Trajectories Matching
    Tuan-Anh Vu, Long Hoang Pham, Tu Kha Huynh, and 1 more author
    In Information Systems Design and Intelligent Applications, 2018

2017

  1. Conference
    tss_hcmc_2015_task_07_occlusion_example_400.gif
    Occlusion Vehicle Detection Algorithm in Crowded Scene for Traffic Surveillance System
    Hung Ngoc Phan, Long Hoang Pham, Duong Nguyen-Ngoc Tran, and 1 more author
    In 2017 International Conference on System Science and Engineering (ICSSE), Ho Chi Minh City, Vietnam. Best Paper Award , Jul 2017
  2. Conference
    tss_hcmc_2015_task_08_scene_400.gif
    Scene Recognition in Traffic Surveillance System using Neural Network and Probabilistic Model
    Duong Nguyen-Ngoc Tran, Long Hoang Pham, Ha Manh Tran, and 1 more author
    In 2017 International Conference on System Science and Engineering (ICSSE), Ho Chi Minh City, Vietnam, Jul 2017
  3. Conference
    tss_hcmc_2015_task_06_headlight_track_400.gif
    Nighttime Vehicle Detection and Classification via Headlights Trajectories Matching
    Tuan-Anh Vu, Long Hoang Pham, Tu Kha Huynh, and 1 more author
    In 2017 International Conference on System Science and Engineering (ICSSE), Ho Chi Minh City, Vietnam, Jul 2017

2016

  1. Journal
    Robust Reflection Detection and Removal in Rainy Conditions using LAB and HSV Color Spaces
    Synh Viet-Uyen Ha, Long Hoang Pham, Ha Manh Tran, and 1 more author
    REV Journal on Electronics and Communications, 2016

2015

  1. Conference
    tss_hcmc_2015_task_04_det_track_400.gif
    A Robust Algorithm for Vehicle Detection and Classification in Intelligent Traffic System
    Synh Viet-Uyen Ha, Long Hoang Pham, Hung Ngoc Phan, and 1 more author
    In 16th Asia Pacific Industrial Engineering & Management Systems Conference (APIEMS 2015), Ho Chi Minh City, Vietnam, 2015

2014

  1. Conference
    Improved Vehicles Detection & Classification Algorithm for Traffic Surveillance System
    Synh Viet-Uyen Ha, Long Hoang Pham, Ha Manh Tran, and 1 more author
    Journal of Information Assurance & Security, 2014

2013

  1. Conference
    2013_12_wict_vehicle_classification.jpg
    Vision-Based Approach for Urban Vehicle Detection & Classification
    Long Hoang Pham, Tin Trung Duong, Ha Manh Tran, and 1 more author
    In 2013 Third World Congress on Information and Communication Technologies (WICT 2013), Hanoi, Vietnam, Dec 2013