Faculty - Saifuddin Saif

Assistant Professor
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| Education |
| Ph.D., the National University of Malaysia, Malaysia |
| M.Sc., University of East London, UK |
| B.Sc., Shahjalal University of Science and Technology |
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Research Interest
Dr. Saif's research interests include artificial intelligence, computer vision, machine
learning, image processing, augmented reality, and virtual reality.
Representative Presentations and Publications
International Journals (Selected Only):
- A. Catalfamo, A. Celesti, M. Fazio, S. Saif, Y. Lin, E. Silva, and Massimo Villari. "An Approach to Enable Human–3D Object Interaction
Through Voice Commands in an Immersive Virtual Environment", Big Data and Cognitive Computing journal, no. 7 (2025): 188, August 2025.
- S. Saif, Z. R. Mahayuddin, “Stereo Vision Based Localization of Handheld Controller in Virtual
Reality for 3D Painting Using Inertial System�, Journal of Image and Graphics, Vol. 11, No. 2, June 2023.
- S. Saif, E. D. Wollega, S. A. Kalevela, “Spatio-Temporal Features based Human Action Recognition
using Convolutional Long Short-Term Deep Neural Network�, International Journal of Advanced Computer Science and Applications (IJACSA), Vol. 15, No. 5, May 2023.
- S. Ahmed , S. Saif, M. I. Hanif, M. M. N. Shakil, M. M. Jaman , M. M. U. Haque, S. B. Shawkat, J.Hasan,
B. S. Sonok, F. Rahman, H. M. Sabbir, “Att-BiL-SL: Attention-Based Bi-LSTM and Sequential
LSTM for Describing Video in the Textual Formation�, Applied Sciences - Basel, Vol. 12, No. 11, December 2021.
- S. Saif, A. G. Garba, J. Awwalu, H. Arshad, L. Q. Zakaria, “An Efficient Method for Hand
Gesture Recognition Using Robust Features Vector�, Pertanika Journal of Science & Technology, Vol. 25, September 2021.
- S. Saif, Z. R. Mahayuddin, A. Shapi'i, “Augmented Reality based Adaptive and Collaborative
Learning Methods for Improved Primary Education Towards Fourth Industrial Revolution
(IR 4.0).�, International Journal of Advanced Computer Science and Applications (IJACSA), Vol. 12, No. 6, June 2021.
- S. Saif, Z. R. Mahayuddin, “An Efficient Method for Hand Gesture Recognition Using Robust
Features Vector�, Journal of Information Technology Research (JITR), Vol. 6, No. 22, September 2021 (Best Research Award in 1st International Postgraduate
Seminar on Industrial Revolution 4.0 (IPSIR4.0), 2021.).
- S. Saif, M. A. S. Khan, A. M. Hadi, R. P. Karmoker, J. J. Gomes, “Silhouette Pose Feature
based Human Action Classification using Capsule Network�, Journal of Information Technology
Research (JITR), Vol. 14, No. 2, February 2021.
- S. Saif, A. S. Prabuwono, Z. R. Mahayuddin, “Moment Feature Based Fast Feature Extraction
Algorithm for Moving Object Detection Using Aerial Images�, PLoS ONE journal, Vol. 10, No.6, June 2015.
- S. Saif, A. S. Prabuwono, Z. R. Mahayuddin, “Moving object detection using dynamic motion
modelling from UAV aerial images�, The Scientific World Journal, 2014(1), 2014.
- S. Saif, A. S. Prabuwono, Z. R. Mahayuddin, T. Mantoro, “Vision-based human face recognition
using extended principal component analysis�, International Journal of Mobile Computing and Multimedia Communications (IJMCMC), 5(4), 82-94, 2013.
Book Chapters (Selected Only):
- S. Saif, Z. R. Mahayuddin, “Augmented Reality-Based 3D Human Hands Tracking From Monocular
True Images Using Convolutional Neural Network�, Handbook of Research on Artificial Intelligence and Knowledge Management in Asia’s
Digital Economy, February 2023 (Best Research Award in International Conference on Applied Science
and Technology (ICAST 2021)).
- S. Saif, Z. R. Mahayuddin, “Robust Analysis of Motor Imagery from Brain Signals for BCI Controlled
Virtual Reality System to Aid Paralysis Patients�, Handbook of Research on Artificial Intelligence and Knowledge Management in Asia’s
Digital Economy, February 2023.
- S. Saif, Z. R. Mahayuddin, H. Arshad, “Vision-Based Efficient Collision Avoidance Model Using
Distance Measurement�, Soft Computing Approach for Mathematical Modeling of Engineering Problems, Ahmadian, A., & Salahshour,S. (Eds.), Communications in Computer and Information
Science., January 2021.
International Conferences (Selected Only):
- A. M. Choudhury, S. Saif, M. Rahman, “Toddler Sensory-Motor Development for Object Manipulation by Analyzing
Hand-Pose�, International Conference on Computing Advancements (pp. 1-7), January 2020.
- Z. R. Mahayuddin, S. Saif, “Edge Feature based Moving Object Detection Using Aerial Images: A Comparative Study�,
International Conference on Computing Engineering and Design (ICCED) (pp. 1-6)., October 2020.
- Z. R. Mahayuddin, S. Saif, “A comprehensive review towards appropriate feature selection for moving object
detection using aerial images�, International Visual Informatics Conference (pp. 227-236), Springer International Publishing, November 2019.
- Z. R. Mahayuddin, S. Saif, A. S. Prabuwono, “Efficiency measurement of various denoise techniques for moving
object detection using aerial images�, International Conference on Electrical Engineering and Informatics (ICEEI) (pp. 161-165), August 2015.
Memberships
- Member of the IEEE
- ACM (Association of Computing Machinery)
Hobbies and Interests
Traveling and fishing
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