Long H. Pham

Room 83354, Research Complex 2

Sungkyunkwan University

2066 Seobu-ro Jangan-gu

Suwon-si, South Korea 16419

I am working as a Postdoctoral Fellow in the Dept. of Electrical & Computer Engineering, Sungkyunkwan University and also affiliated with Automation Lab under the guidance of Professor Jae Wook Jeon. My research areas of interest are Computer Vision, Machine Learning, Image Processing,and Surveillance System. I am also passionate about designing vision-based solutions to challenging problems and deploying them to mobile and edge devices.

I received my Ph.D. in Computer Engineering from Sungkyunkwan University in 2021; a M.Tech degree in Information Technology Management and a B.Sc. degree in Computer Science from Vietnam National University HCMC, International University. Before joining AI Research, I worked on developing computer vision system for traffic surveillance (vehicle detection & tracking, traffic flow estimation) and developing industrial mobile applications.

News

Jun 1, 2022	My website is up and running. And we have registered a domain also :).

Source Code

I am the author the following open-source repositories

One	Github	A comprehensive research framework and knowledge base of my works related to computer vision, machine learning, and deep learning.

5 lines (4 sloc) 161 Bytes

Selected Publications

Here are some of my selected publications:

Access

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

Bib HTML PDF

@article{access2022,
  author = {Tran, Duong Nguyen-Ngoc and Pham, Long Hoang and Nguyen, Huy-Hung and Tran, Tai Huu-Phuong and Jeon, Hyung-Joon and Jeon, Jae Wook},
  journal = {IEEE Access},
  title = {Universal Detection-Based Driving Assistance Using a Mono Camera With Jetson Devices},
  year = {2022},
  volume = {10},
  number = {},
  pages = {59400-59412},
  doi = {10.1109/ACCESS.2022.3179999},
  type = {Journal},
}

TIE

Long Hoang Pham, Duong Nguyen-Ngoc Tran, Jin Young Byun, Chul Hong Rhie, and Jae Wook Jeon , "A Smartphone-Based Laser Measuring System for Gap and Flush Assessment in Car Body," IEEE Transactions on Industrial Electronics, 2021.

Bib HTML PDF

@article{tie2021,
  author = {Pham, Long Hoang and Tran, Duong Nguyen-Ngoc and Byun, Jin Young and Rhie, Chul Hong and Jeon, Jae Wook},
  journal = {IEEE Transactions on Industrial Electronics},
  title = {A Smartphone-Based Laser Measuring System for Gap and Flush Assessment in Car Body},
  year = {2021},
  volume = {68},
  number = {7},
  pages = {6297-6307},
  doi = {10.1109/TIE.2020.2992971},
  url = {https://ieeexplore.ieee.org/document/9091939},
  type = {Journal},
}

CVPRW

Long Hoang Pham, Duong Nguyen-Ngoc Tran, Huy-Hung Nguyen, Tai Huu-Phuong Tran, Hyung-Joon Jeon, Hyung-Min Jeon, and Jae Wook Jeon , "DeepACO: A Robust Deep Learning-Based Automatic Checkout System," In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Jun 2022.

Bib HTML PDF

@inproceedings{cvprw2022_01,
  author = {Pham, Long Hoang and Tran, Duong Nguyen-Ngoc and Nguyen, Huy-Hung and Tran, Tai Huu-Phuong and Jeon, Hyung-Joon and Jeon, Hyung-Min and Jeon, Jae Wook},
  title = {DeepACO: A Robust Deep Learning-Based Automatic Checkout System},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
  month = jun,
  year = {2022},
  pages = {3107-3114},
  type = {Conference},
}

CVPRW

Duong Nguyen-Ngoc Tran, Long Hoang Pham, Hyung-Joon Jeon, Huy-Hung Nguyen, Hyung-Min Jeon, Tai Huu-Phuong Tran, and Jae Wook Jeon , "A Robust Traffic-Aware City-Scale Multi-Camera Vehicle Tracking of Vehicles," In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Jun 2022.

Bib HTML PDF

@inproceedings{cvprw2022_02,
  author = {Tran, Duong Nguyen-Ngoc and Pham, Long Hoang and Jeon, Hyung-Joon and Nguyen, Huy-Hung and Jeon, Hyung-Min and Tran, Tai Huu-Phuong and Jeon, Jae Wook},
  title = {A Robust Traffic-Aware City-Scale Multi-Camera Vehicle Tracking of Vehicles},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
  month = jun,
  year = {2022},
  pages = {3150-3159},
  type = {Conference},
}

CVPRW

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

Bib HTML PDF

@inproceedings{cvprw2021,
  author = {Tran, Duong Nguyen-Ngoc and Pham, Long Hoang and Nguyen, Huy-Hung and Tran, Tai Huu-Phuong and Jeon, Hyung-Joon and Jeon, Jae Wook},
  booktitle = {2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
  title = {A Region-and-Trajectory Movement Matching for Multiple Turn-counts at Road Intersection on Edge Device},
  year = {2021},
  pages = {4082-4089},
  doi = {10.1109/CVPRW53098.2021.00461},
  type = {Conference},
}