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TRUNG-HIEU LE (CV)
received a Ph.D. degree from the National Taipei University of Technology, Taipei, Taiwan in 2020, an M.S degree from Hanoi University of Science and Technology, Hanoi, Vietnam in 2013, and a B.S degree from Hung Yen University of Technology and Education, Hungyen, Vietnam in 2009. He is a lecturer at the Faculty of Information Technology, Hung Yen University of Technology and Education, Vietnam. He was an Assistant Professor with the Department of Electronic Engineering, National Taipei University of Technology, Taiwan from 2020-2023. He has authored and co-authored papers, textbook published in top-tier international journals and academic book publisher, such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Intelligent Transportation Systems, and Academic Press. His research interests include deep learning, image processing, and computer vision applications.
CONTACT INFORMATION
Phone: (+84)987 779 776
Email: hieult.ktmt@gmail.com/hieult.ktmt@utehy.edu.vn
PUBLICATIONS
Text Books:
Shih-Chia Huang and Trung-Hieu Le, Principles and Labs for Deep Learning (1st Edition), Academic Press (Elsevier), 2021, Paperback ISBN: 9780323901987, eBook ISBN: 9780323901994. (LINK)
The book has been used by more than 200 libraries and universities from different countries in the world (Worldcat)
(https://www.worldcat.org/title/1261013528)
Selected journal papers:
Trung-Hieu Le, Shih-Chia Huang, and Quoc-Viet Hoang, "Multi-level Knowledge Transmission for Object Detection in Rainy Night Weather Conditions," in IEEE Transactions on Industrial Informatics, 2024. (SCIE, Q1, IF = 12.3, rank 1/286 (0.3%) in Control and Systems Engineering). (Accepted)
Shih-Chia Huang, Quoc-Viet Hoang, and Trung-Hieu Le (Corresponding Author), "SFA-Net: A Selective Features Absorption Network for Object Detection in Rainy Weather Conditions," in IEEE Transactions on Neural Networks and Learning Systems, vol. 34, no. 8, pp. 5122-5132, Aug. 2023. (SCIE, Q1, IF = 10.4, rank 8/792 (1%) in Computer Science Applications).
Trung-Hieu Le, Shih-Chia Huang, and Da-Wei Jaw. "Cross-Resolution Feature Fusion for Fast Hand Detection in Intelligent Homecare Systems." IEEE Sensors Journal, vol.19, Issue.12, pp. 4696 – 4704, 2019. (SCIE, Q1, IF = 4.3, rank 14/136 (10.29%) in Instrumentation).
Shih-Chia Huang, Trung-Hieu Le, and Da-Wei Jaw, "DSNet: Joint Semantic Learning for Object Detection in Inclement Weather Conditions," in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 43, no. 8, pp. 2623-2633, 1 Aug. 2021 (SCIE, Q1, IF = 23.6, rank 1/609 (0.16%) in Applied Mathematics).
Shih-Chia Huang, Quoc-Viet Hoang, and Trung-Hieu Le, "3FL-Net: An Efficient Approach for Improving Performance of Lightweight Detectors in Rainy Weather Conditions," in IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 4, pp. 4293-4305, April 2023. [SCIE, Q1, IF = 8.5, rank 25/631 (3.96%) in Mechanical Engineering].
PROJECTS:
Robust Small Object Detection (Project number: 111-2221-E-027-138)
01/08/2022 – 31/07/2023
Position: Principal Investigator.
Sponsor: National Science and Technology Council (NSTC), Taiwan
Robust Object Detection in Rainy Weather Conditions (Project number: 110-2222-E-027-013)
01/09/2021 – 31/08/2022
Position: Principal Investigator
Sponsor: National Science and Technology Council (NSTC), Taiwan
Deep Learning and Artificial Intelligence for Computer Vision
08/2018 – 09/2021
Position: Member
Sponsor: Ministry of Science and Technology (MOST), Taiwan
Comparative study of classification methods used for identifying Vietnamese - English - French
12/2016 – 12/2017
Position: Principal Investigator
Sponsor: Hung Yen University of Technology and Education, Vietnam
HONOURS AND AWARDS
08/2020
Excellent Doctoral Dissertation Award – Awarded by the Chinese Image Processing & Pattern Recognition Society
08/2016
Certificate of Merit – Certificated by the Minister of Ministry of Education and Training Vietnam
10/2016
Achievement of base emulation officer – Certified by the President of Hung Yen University of Technology and Education
10/2015
Achievement of base emulation officer – Certified by the President of Hung Yen University of Technology and Education
PROFESSIONAL ACTIVITIES AND SOCIETIES
QUOC-VIET HOANG (CV)
received the B.S degree from Hung Yen University of technology and Education (UTEHY), Vietnam, in 2008, the M.S degree from Hanoi University of Science and Technology (HUST), Vietnam, in 2013, and the Ph.D. degree from National Taipei University of Technology (NTUT), Taiwan, in 2022. He is currently a Lecturer with the Faculty of Information Technology, UTEHY. His main research interests include deep learning, image processing, and object detection...
CONTACT INFORMATION
Phone: (+84)976 124 669
Email: viethqict@gmail.com/viethqict@utehy.edu.vn
PUBLICATIONS
Journals:
Shih-Chia Huang, Da-Wei Jaw, Quoc-Viet Hoang (Corresponding Author), and Trung-Hieu Le. "3FL-Net: An Efficient Approach for Improving Performance of Lightweight Detectors in Rainy Weather Conditions". IEEE Transactions on Intelligent Transportation Systems, 2023.
Shih-Chia Huang, Quoc-Viet Hoang, and Trung-Hieu Le. "SFA-Net: A Selective Features Absorption Network for Object Detection in Rainy Weather Conditions". IEEE Transactions on Neural Networks and Learning Systems, 2022.
Shih-Chia Huang, Quoc-Viet Hoang, and Da-Wei Jaw. "Self-Adaptive Feature Transformation Networks for Object Detection in Low Luminance Images". ACM Transactions on Intelligent Systems and Technology, 2022.
Shih-Chia Huang, Quoc-Viet Hoang, Trung-Hieu Le, Yan-Tsung Peng, Ching-Chun Huang, Cheng Zhang, Benjamin C. M. Fung, Kai-Han Cheng, and Sha-Wo Huang. "An Advanced Noise Reduction and Edge Enhancement Algorithm". SENSORS, 2021.
Conference
Quoc-Viet Hoang, Trung-Hieu Le, and Shih-Chia Huang. "An Improvement of RetinaNet for Hand Detection in Intelligent Homecare Systems". In 2020 7th International Conference on Consumer Electronics (ICCE-TW), IEEE, 2020.
Quoc-Viet Hoang, Trung-Hieu Le, and Shih-Chia Huang. "Data Augmentation for Improving SSD Performance in Rainy Weather Conditions". In 2020 7th International Conference on Consumer Electronics (ICCE-TW), IEEE, 2020.
PROJECTS
Projects
HONOURS AND AWARDS
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