Anh Tu Nguyen

Department
School of Engineering and Digital Sciences
Title
Assistant Professor
Email
tu.nguyen@nu.edu.kz
Phone
(70) 9442

Nguyen Anh Tu obtained his PhD degree in Computer Science and Engineering at the Kyung Hee University in 2018. Before starting Ph.D, he received the B.S. degree in 2010 at Electronics and Telecommunications, Ho Chi Minh University of Technology, Vietnam.

He is currently Assistant Professor in the Department of Computer Science, School of Engineering and Digital Sciences, Nazarbayev University. Prior to joining Nazarbayev University, he has been a postdoctoral fellow at Data Knowledge Engineering Lab, Kyung Hee University.

Research Interests: 

His research interests are broadly in the areas of computer vision, machine learning, deep learning, and data mining. He is particularly interested in probabilistic approaches and theoretical algorithms for high-impact societal applications in image/video understanding such as image retrieval, image annotation, and human activity analysis. He is also interested in how to build and productionize machine learning applications with distributed algorithms on Big Data platforms.

Selected publications

  • Nguyen Anh Tu, Thien Huynh-The, Kifayat-Ullah Khan, and Young-Koo Lee, “ML-HDP: A Hierarchical Bayesian Nonparametric Model for Recognizing Human Actions in Video”, IEEE Transactions on Circuits and Systems for Video Technology (SCI, IF: 3.599), 2018.
  • Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Taeho Hur, Jaehun Bang, Dohyeong Kim, Muhammad B. Amin, Byeong Ho Kang, Hyonwoo Seung, Soo-Yong Shin, Eun-Soo Kim, Sungyoung Lee, “Hierarchical Topic Modeling With Pose-Transition Feature For Action Recognition Using 3D Skeleton Data”, Information Sciences (SCI, IF:4.832), Vol. 444, pp.20-35, May2018.
  • Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Taeho Hur, Jaehun Bang, Dohyeong Kim, Muhammad Bilal Amin, Byeong Ho Kang, Hyonwoo Seung and Sungyoung Lee, “Selective Bit Embedding Scheme For Robust Blind Color Image Watermarking”, Information Science (SCI, IF:4.832), Vol. 426, February 2018.
  • Nguyen Anh Tu, Kifayat Ullah Khan, and Young-Koo Lee, “Featured Correspondence Topic Model for Semantic Search on Social Image Collections”, Expert Systems With Applications, Elsevier (SCIE, IF:3.526), Volume 77, pp. 20-33, 1 July 2017.
  • Kifayat Ullah Khan, Batjargal Dolgorsuren, Nguyen Anh Tu, Waqas Nawaz, and Young-Koo Lee, “Faster compression methods for a weighted graph using locality sensitive hashing”, Information Sciences, Elsevier (SCI, IF: 4.832), 29 July 2017.
  • Nguyen Anh Tu, Dong-Luong Dinh, Mostofa Kamal Rasel, and Young-Koo Lee, “Topic modeling and improvement of image represent-ation for large-scale image retrieval”, Information Sciences, Elsevier (SCI, IF:4.832), Volume 366, 20 October 2016.
  • Mostofa Kamal Rasel, Yongkoo Han, Jinseung Kim, Kisung Park, Nguyen Anh Tu, and YoungKoo Lee, “iTri: Index-based triangle listing in massive graphs”, Information Sciences, Elsevier (SCI, IF:4.832), Volume 336, 1 April 2016.