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TRAN Minh Triet, PhD

Associate Professor,
Vice President,

Deputy Head of Artificial Intelligence Lab
Head of Software Engineering Lab
University of Science, VNUHCM
Ho Chi Minh City, Vietnam
Tel: (+84) 287 3089 899
Email:tmtriet@hcmus.edu.vn

Scientific Education

  • 2005-2009: Doctor of Philosophy in Computer Science, University of Science, VNU-HCM, Ho Chi Minh city, Vietnam
  • 2002-2005: Master of Science in Computer Science, University of Science, VNU-HCM, Ho Chi Minh city, Vietnam
  • 1997-2001: Bachelor of Science in Information Technology, University of Science, VNU-HCM, Ho Chi Minh city, Vietnam

Academic & Research Experience

Research Interests

  • Cryptography, Information Security, and Privacy
  • Multimedia, Machine Learning, and Computer Vision
  • Software Engineering and Human-Computer Interaction

Professional Activities

  • VEF Visiting Scholar at Coordinated Science Laboratory, University of Illinois at Urbana-Champaign (2015 – 2016)
  • Visiting Scholar at National Institute of Informatics, Tokyo, Japan (2009 and 2010)
  • Intern at National Institute of Informatics, Tokyo, Japan (2008)
  • Member of Executive Committee of Smart City and Industry 4.0 Program of Ho Chi Minh city (2018-present)
  • Member of Executive Committee of Information Security Program of Ho Chi Minh city (2013-2017)
  • Member of Executive Committee of Vietnam Information Security Association-South Branch (2015-present)
  • Secretary of Scientific Committee of Information Technology, Electricity, Electronics, and Telecommunications, VNU-HCM (2017 – present)
  • Track Co-chair of The International Symposium on Information and Communication Technology (SoICT 2017, 2018, and 2019)
  • Member of Organizing Committee of the Sixth Asian Conference on Machine Learning ACML 2014
  • Member of Organizing Committee of the 16th Pacific Asia Conference on Information Systems PACIS 2012
  • Member of Organizing Committee of the 18th Asia-Pacific Software Engineering Conference APSEC 2011
  • Reviewer of ACM MM 2019
  • Reviewer of SIG CHI 2014
  • Member of Program Committee of Asia-Pacific Software Engineering Conference APSEC 2011, 2012, 2013
  • Director of Provincial Programming Contest of ICPC (Southern Vietnam) from 2015 to 2019.

Projects

  • Large-Scale Visual Data Annotation Platform For Artificial Intelligence Applications, funded by VINIF, VinGroup (2019-2022)
  • Data Leakage Prevention for Personal Computers, funded by Department of Science and Technology, Ho Chi Minh City (2015-2018).
  • Gait-based Authentication for Mobile and Wearable Devices, funded by Vietnam National University - Ho Chi Minh City (2015-2018)
  • Applying Augmented Reality to Develop Smart Digital Newspapers, funded by Vietnam National University - Ho Chi Minh City (2012)
  • Research and Develop the Identity Metasystem for Digital Identity Management, funded by Vietnam National University - Ho Chi Minh City (2011)
  • Research to Develop the Designer and the Environment to Execute Robots to Collect Information from the Web and Applications, funded by Department of Science and Technology, Ho Chi Minh city (2009, Incubation Program)
  • Research to Develop the Certificate Authority for Management in University of Science, funded by University of Science (2004)

Selected Publications

Journal articles

  1. Neeraj Kumar, Ruchika Verma, Deepak Anand, Yanning Zhou, Omer Fahri Onder, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng, Jiahui Li, Zhiqiang Hu, Yunzhi Wang, Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajeddin, Ali Gooya, Nasir M. Rajpoot, Xuhua Ren, Sihang Zhou, Qian Wang, Dinggang Shen, Cheng-Kun Yang, Chi-Hung Weng, Wei-Hsiang Yu, Chao-Yuan Yeh, Shuang Yang, Shuoyu Xu, Pak-Hei Yeung, Peng Sun, Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, Rupert Ecker, Örjan Smedby, Chunliang Wang, Benjamin Chidester, That-Vinh Ton, Minh-Triet Tran, Jian Ma, Minh N. Do, Simon Graham, Quoc Dang Vu, Jin Tae Kwak, Akshaykumar Gunda, Raviteja Chunduri, Corey Hu, Xiaoyang Zhou, Dariush Lotfi, Reza Safdari, Antanas Kascenas, Alison O'Neil, Dennis Eschweiler, Johannes Stegmaier, Yanping Cui, Baocai Yin, Kailin Chen, Xinmei Tian, Philipp Grüning, Erhardt Barth, Elad Arbel, Itay Remer, Amir Ben-Dor, Ekaterina Sirazitdinova, Matthias Kohl, Stefan Braunewell, Yuexiang Li, Xinpeng Xie, Linlin Shen, Jun Ma, Krishanu Das Baksi, Mohammad Azam Khan, Jaegul Choo, Adrián Colomer, Valery Naranjo, Linmin Pei, Khan M. Iftekharuddin, Kaushiki Roy, Debotosh Bhattacharjee, Aníbal Pedraza, Maria Gloria Bueno, Sabarinathan Devanathan, Saravanan Radhakrishnan, Praveen Koduganty, Zihan Wu, Guanyu Cai, Xiaojie Liu, Yuqin Wang, Amit Sethi, "A Multi-Organ Nucleus Segmentation Challenge", IEEE Transaction on Medical Imaging, Vol 39, No. 5, pp. 1380-1391 (2020)
  2. Minh-Triet Tran, Lap Q. Trieu & Huy Q. Tran, “Document representation and classification with Twitter-based document embedding, adversarial domain-adaptation, and query expansion” , Journal of Heuristics: 1-23, June 2019
  3. Trung-Nghia Le, Tam V.Nguyen, Zhong liang Nie, Minh-Triet Tran, Akihiro Sugimoto, “Anabranch network for camouflaged object segmentation,” Journal of Computer Vision and Image Understanding, Volume 184, July 2019, pp. 45-56.
  4. Vinh-Tiep Nguyen, Duy Dinh Le, Minh-Triet Tran, Tam V. Nguyen, Thanh Duc Ngo, Shin’ichi Satoh, Duc Anh Duong, “Video instance search via spatial fusion of visual words and object proposals,” International Journal of Multimedia Information Retrieval, pp. 1-12, April 2019
  5. Viet-Khoa Vo-Ho, Quoc-An Luong, Duy-Tam Nguyen, Mai-Khiem Tran, Minh-Triet Tran “A Smart System for Text-Lifelog Generation from Wearable Cameras in Smart Environment Using Concept-Augmented Image Captioning with Modified Beam Search Strategy,” Journal of Applied Science, 2019, 9(9), 1886
  6. Cathal Gurrin, Klaus Schoeffmann, Hideo Joho, Andreas Leibetseder, Liting Zhou, Aaron Duane, Duc-Tien Dang-Nguyen, Michael Riegler, Luca Piras, Minh-Triet Tran, Jakub Lokoč, Wolfgang Hürst, “Comparing Approaches to Interactive Lifelog Search at the Lifelog Search Challenge (LSC2018),” ITE Transactions on Media Technology and Applications, Vol 7, Issue 2, pp. 46-59
  7. Toan-Thinh Truong, Minh-Triet Tran, Anh-Duc Duong,, “Improved Chebyshev Polynomials-Based Authentication Scheme in Client-Server Environment” (Vol 2019), Journal of Security and Communication Networks, Jan 2019.
  8. Toan-Thinh Truong, Minh-Triet Tran, Anh-Duc Duong, Isao Echizen, “Provable Identity Based User Authentication Scheme on ECC in Multi-server Environment,” Wireless Personal Communications, pp. 1-17, 2017
  9. Vinh-Tiep Nguyen, Thanh Duc Ngo, Minh-Triet Tran, Duy-Dinh Le, Duc Anh Duong, “Persons-In-Places: a Deep Features Based Approach for Searching a Specific Person in a Specific Location,” Informatica (Slovenia), Vol 41, No 2, pp. 149-158, 2017
  10. Hoang-Quoc Nguyen-Son, Minh-Triet Tran, Hiroshi Yoshiura, Noboru Sonehara, Isao Echizen, “Anonymizing Personal Text Messages Posted in Online Social Networks and Detecting Disclosures of Personal Information,” IEICE Transactions 98-D(1),pp.  78-88, 2015
  11. Vinh-Tiep Nguyen, Thanh Duc Ngo, Minh-Triet Tran, Duy-Dinh Le, Duc Anh Duong, “A Combination of Spatial Pyramid and Inverted Index for Large-Scale Image Retrieval,” International Journal of Multimedia Data Engineering and Management (IJMDEM), 6(2), pp.  37-51, 2015
  12. Toan-Thinh Truong, Minh-Triet Tran, Anh-Duc Duong, “Enhanced Dynamic Authentication Scheme (EDAS),” Information Systems Frontiers, Vol. 16, No. 4, Springer, pp.  113-127, March 2014
  13. Minh-Triet Tran, Thanh-Trung Nguyen, Anh-Duc Duong, Isao Echizen, “Pool-Based Anonymous Communication Framework for High Performance Computing,” Journal of Supercomputing, Springer, Vol 55(2), pp.  246-268, 2011

Conference articles

  1. Minh-Triet Tran, Tam V. Nguyen, Trung-Hieu Hoang, Trung-Nghia Le, Khac-Tuan Nguyen, Dat-Thanh Dinh, Thanh-An Nguyen, Hai-Dang Nguyen, Xuan-Nhat Hoang, Trong-Tung Nguyen, Viet-Khoa Vo-Ho, Trong-Le Do, Lam Nguyen, Minh-Quan Le, Hoang-Phuc Nguyen-Dinh, Trong-Thang Pham, Xuan-Vy Nguyen, E-Ro Nguyen, Quoc-Cuong Tran, Hung Tran, Hieu Dao, Mai-Khiem Tran , Quang-Thuc Nguyen, Tien-Phat Nguyen, The-Anh Vu-Le, Gia-Han Diep, Minh N. Do, “iTASK - Intelligent Traffic Analysis Software Kit,” AI City Challenge Workshop, 2020 Conference on Computer Vision and Pattern Recognition (CVPR 2020), June 14-19, 2020, Seattle, Washington, S.A
  2. Khanh-An C. Quan, Vinh-Tiep Nguyen, Tan-Cong Nguyen, Tam V. Nguyen, Minh-Triet Tran, “Flood Level Prediction via Human Pose Estimation from Social Media Images,” ICMR 2020, Dublin, Ireland. 26-29 October 2020
  3. Khac-Tuan Nguyen, Dat-Thanh Dinh, Minh N. Do, Minh-Triet Tran, “Anomaly Detection in Traffic Surveillance Videos with GAN-based Future Frame Prediction”, ICMR 2020, Dublin, Ireland. 26-29 October 2020
  4. Tanh Quang Tran, Holger Regenbrecht, Minh-Triet Tran, “Am I Moving Along a Curve? A Study on Bicycle Traveling-In-Place Techniques in Virtual Environments,” INTERACT (4) 2019: 345-363
  5. Viet-An Pham, Dinh-Hieu Hoang, Huy-Hoang Chung-Nguyen, Mai-Khiem Tran, Minh-Triet Tran: “Privacy Preserving Visual Log Service with Temporal Interval Query using Interval Tree-based Searchable Symmetric Encryption.” SoICT 2019: 425-432
  6. Minh-Tri Ho, Trong-Tung Nguyen, Hieu Dao, Minh-Triet Tran: “Visual Assistant for Crowdsourced Anomaly Event Recognition in Smart City.” SoICT 2019: 494-501
  7. Trung-Hieu Hoang, Hai-Dang Nguyen, Viet-Anh Nguyen, Thanh-An Nguyen, Vinh-Tiep Nguyen, Minh-Triet Tran “Enhancing Endoscopic Image Classification with Symptom Localization and Data Augmentation”. ACM Multimedia 2019: 2578-2582
  8. Benjamin Chidester, That-Vinh Ton, Minh-Triet Tran, Jian Ma, Minh N. Do:  Enhanced Rotation-Equivariant U-Net for Nuclear Segmentation. Workshop on Computer Vision for Microscopy Image Analysis, CVPR 2019
  9. Khac-Tuan Nguyen, Trung-Hieu Hoang, Minh-Triet Tran, Trung-Nghia Le, Ngoc-Minh Bui, Trong-Le Do, Viet-Khoa Vo-Ho, Quoc-An Luong, Mai-Khiem Tran, Thanh-An Nguyen, Thanh-Dat Truong, Vinh-Tiep Nguyen, and Minh N. Do: Vehicle Re-identification with Learned Representation and Spatial Verification and Abnormality Detection with Multi-Adaptive Vehicle Detectors for Traffic Video Analysis. AI City Challenge Workshop, CVPR 2019
  10. Minh-Triet Tran, Trung-Nghia Le, Tam V. Nguyen, That-Vinh Ton, Ngoc-Minh Bui, Trung-Hieu Hoang, Trong-Le Do, Quoc-An Luong, Vinh-Tiep Nguyen, Duc Anh Duong, Minh N. Do: Guided Instance Segmentation Framework for Semi-supervised Video Instance Segmentation. DAVIS: Densely Annotated VIdeo Segmentation Worlshop, CVPR 2019
  11. Minh-Triet Tran, Tung Dinh-Duy, Thanh-Dat Truong, Vinh Ton-That, Thanh-Nhon Do, Quoc-An Luong, Thanh-An Nguyen, Vinh-Tiep Nguyen, Minh N. Do, “Traffic Flow Analysis With Multiple Adaptive Vehicle Detectors and Velocity Estimation With Landmark-Based Scanlines,”  The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2018, pp. 100-107
  12. M. Tran, V. Ton-That, T. Le, K. Nguyen, T. V. Ninh, T. Le, V. Nguyen, T. V. Nguyen, M. N. Do, “Context-based Instance Segmentation in Video Sequences,” The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2018
  13. Tanh Quang Tran, Thanh Dat Ngoc Tran, Tam Duy Nguyen, Holger Regenbrecht, Minh-Triet Tran, “Can we perceive changes in our moving speed: a comparison between directly and indirectly powering the locomotion in virtual environments,” VRST 2018: 36:1-36:10
  14. Trung-Nghia Le , Khac-Tuan Nguyen, Manh-Hung Nguyen-Phan, That-Vinh Ton, Toan-Anh Nguyen, Xuan-Son Trinh, Quang-Hieu Dinh, Vinh-Tiep Nguyen, Anh-Duc Duong, Akihiro Sugimoto, Tam V. Nguyen, and Minh-Triet Tran, “Instance Re-Identification Flow for Video Object Segmentation,” The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2017
  15. Viet-Khoa Vo-Ho, Quoc-An Luong, Duy-Tam Nguyen, Mai-Khiem Tran, Minh-Triet Tran, “Personal Diary Generation from Wearable Cameras with Concept Augmented Image Captioning and Wide Trail Strategy,” SoICT 2018: 367-374
  16. Minh-Chuong Huynh, Trung-Hieu Nguyen, Minh-Triet Tran, “Context Learning for Bone Shadow Exclusion in CheXNet Accuracy Improvement,” KSE 2018: 135-140
  17. Lap Q. Trieu, Huy Q. Tran, Minh-Triet Tran, “News Classification from Social Media Using Twitter-based Doc2Vec Model and Automatic Query Expansion,” SoICT 2017: 460-467
  18. Vinh-Tiep Nguyen, Khanh-Duy Le, Minh-Triet Tran, Morten Fjeld, “NowAndThen: a social network-based photo recommendation tool supporting reminiscence,” 15th International Conference on Mobile and Ubiquitous Multimedia (MUM2016), Rovaniemi, Finland, December 12-15, 2016, pp.  159-168
  19. Vinh-Tiep Nguyen, Minh-Triet Tran, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong, “Searching a specific person in a specific location using deep features,” Seventh Symposium on Information and Communication Technology (SoICT 2016), Ho Chi Minh City, Vietnam, pp.  79-86, December 8-9, 2016
  20. Toan-Thinh Truong, Duong-Tien Phan, Minh-Triet Tran, Anh-Duc Duong, Isao Echizen, “Provable user authentication scheme in telecare medicine information system using elliptic curve cryptosystem,” International Conference on Availability, Reliability and Security (ARES 2016), pp.  253-259, Salzburg, Austria, 31/8-2/9/2016
  21. Dinh-Luan Nguyen, Minh-Triet Tran, “VFSC: A Very Fast Sparse Clustering to Cluster Faces from Videos,” 13th Asian Conference on Computer Vision Workshops (ACCV), Taipei, Taiwan, November 20-24, 2016, pp.  417-433
  22. Nhan Nguyen-Trong Dam, Vinh-Tiep Nguyen, Minh N. Do, Anh Duc Duong, Minh-Triet Tran, “Realtime Face Verification with Lightweight Convolutional Neural Networks,” 11th International Symposium on Advances in Visual Computing (ISVC 2015), Las Vegas, NV, USA, December 14-16, 2015, Volume 9475, Lecture Notes in Computer Science, pp.  420-430, Springer.
  23. Vinh-Tiep Nguyen, Dinh-Luan Nguyen, Minh-Triet Tran, Duy-Dinh Le, Duc Anh Duong, Shin'ichi Satoh, “Query-adaptive late fusion with neural network for instance search,” 17th IEEE International Workshop on Multimedia Signal Processing, MMSP 2015, Xiamen, China, October 19-21, 2015, pp.  1-6
  24. Dinh-Luan Nguyen, Vinh-Tiep Nguyen, Minh-Triet Tran, Atsuo Yoshitaka, "Deep Convolutional Neural Network in Deformable Part Models for Face Detection,” Image and Video Technology - 7th Pacific-Rim Symposium, PSIVT 2015, Auckland, New Zealand, November 25-27, 2015, LNCS 9431, pp.  669-681
  25. Toan-Thinh Truong, Minh-Triet Tran, Anh Duc Duong, Isao Echizen, “Chaotic Chebyshev Polynomials Based Remote User Authentication Scheme in Client-Server Environment,” The 30th IFIP TC 11 International Conference (SEC 2015) Hamburg, Germany, May 26-28, 2015, pp.  479-494, Springer 2015

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