Dang Tuan Linh

Deputy Head, Edtech Center

Lecturer, Department Of Computer Engineering

Ph.D. (Kochi University of Technology, Japan, 2017)
M.S. (Ritsumeikan University, Japan, 2014)
M.S. (Hanoi University of Science and Technology, Vietnam, 2012)
B.S. (Hanoi University of Science and Technology, Vietnam, 2011)

Email: linhdt@soict.hust.edu.vn,  linh.dangtuan@hust.edu.vn
Web: https://users.soict.hust.edu.vn/linhdt/

• Computer Vision
• AIoT

• Object recognition and detection
• Lightweight models in machine learning
• Applying computer vision in fraud and anomaly detection
• Video data processing
• Edge devices

Dang Tuan Linh is a lecturer at School of Information and Communication Technology, Hanoi University of Science and Technology. He received the Ph.D. degree in computer science from Kochi University of Technology in 2017.

His current research interests include include object detection/recognition, designing and deploying lightweight models in machine learning, applying computer vision in fraud and anomaly detection, video data processing, and computer vision in edge devices.

Dang Tuan Linh was a recipient of the Special Scholarship Program from KUT in 2014, Japanese government scholarship for master program in 2012.

• Bui Tien Dung, Pham Tuan Tai, Dang Tuan Linh. “CoNet: a lightweight color classification architecture using residual connection and MBConv” Neural Computing and Applications, 2025. DOI: https://link.springer.com/10.1007/s00521-025-11106-8
• Dang Tuan Linh, Hoang Minh Hoang, Ngo Viet Anh, Duong Minh Quan, Ha Hoang Hiep, Nguyen The An, Le Hoang. “Real-time person re-identification and tracking on edge devices with distributed optimization” Pattern Analysis and Applications, 2025. DOI: https://link.springer.com/10.1007/s10044-025-01492-z
• Yukinobu Hoshino, Keigo Yoshimi, Tuan Linh Dang, Namal Rathnayake. “Controlling Heterogeneous Multi-Agent Systems Under Uncertainty Using Fuzzy Inference and Evolutionary Search” Information (Switzerland), 2025. DOI: https://www.mdpi.com/2078-2489/16/9/732
• Binh An Nguyen, Minh Bao Kha, Duc Manh Dao, Huu Kien Nguyen, My Duyen Nguyen, The Vu Nguyen, Namal Rathnayake, Yukinobu Hoshino, Tuan Linh Dang. “UFR-GAN: A lightweight multi-degradation image restoration model” Pattern Recognition Letters, 2025. DOI: https://linkinghub.elsevier.com/retrieve/pii/S0167865525002879
• Dao Manh, Dang Tuan Linh. “Enhancing continual semantic segmentation with visual explanations and model adaptations” Neurocomputing, 2025. DOI: https://linkinghub.elsevier.com/retrieve/pii/S0925231225023094
• Dang Tuan Linh, Nguyen Trong Nghia, Vu Tuan Minh. “Carixray: a periapical X-ray dataset for machine vision-based dental caries recognition” Machine Vision and Applications, 2025. DOI: https://link.springer.com/10.1007/s00138-025-01776-8
• Hoshino Yukinobu, Rathnayake Namal, Dang Tuan Linh, Rathnayake Upaka. “Flow Velocity Analysis of Rivers Using Farneback Optical Flow and STIV Techniques With Drone Data” SOICT 2024 (Communications in Computer and Information Science), 2025. DOI: https://link.springer.com/10.1007/978-981-96-4285-4_2
• Yukinobu Hoshino, Masahiro Shimasaki, Namal Rathnayake, Tuan Linh Dang. “Performance verification and latency time evaluation of hardware image processing module for appearance inspection systems using FPGA.” Journal of Real-Time Image Processing, 2024, pp. 1. DOI: https://link.springer.com/article/10.1007/s11554-023-01392-7
• Tuan Linh Dang, Trung Hieu Pham, Duc Loc Le, Xuan Tung Tran, Hoang Nam Le, Khanh Hung Nguyen, Tran Tuan Nghia Trinh Đặng Tuấn Linh. “Person re-identification on lightweight devices: end-to-end approach.” Multimedia Tools and Applications, 2024. DOI: https://link.springer.com/article/10.1007/s11042-024-19111-0
• Yukinobu Hoshino, Yuka Nishiyama, Toshimi Yamamoto, Yuki Shinomiya, Namal Rathnayake, Tuan Linh Dang. “Human-inspired similarity control system: Enhancing line-following robot perception.” Applied Soft Computing Journal, 2024. DOI: https://www.sciencedirect.com/science/article/pii/S1568494624004344

• 3-years Special Scholarship Program for doctoral research from Kochi University of Technology, 2014
• Japanese Government (Monbukagakusho) Scholarship for master program, 2012
• Certificate of merit for the achieving the title of the most brilliant student in graduation of Universities, Institutes in Hanoi city from Central Executive Committee of Vietnamese Students Association and Ho Chi Minh Communist Youth Union of Hanoi City, 2011
• Certificate of French-Speaking (Francophone) for the following successful the education of the French-Speaking university, sector of Information Technology in HUST and thesis defence in an international jury with a French-Speaking thesis, 2011

• IT1110: Introduction to ICT
• IT1140: Introduction to ICT
• IT4343E: Computer vision (in English)
• IT4611: Distributed system and applicaitons
• IT4735: IoT and applications
• IT4735E: IoT and applications (in English)
• IT4602: Network programming