Research

Image processing, computer vision, and where AI meets culture

73–94 indexed papers across three major citation databases. Full publication list lives on Google Scholar, not here.

GOOGLE SCHOLAR
668
citations
13h-index
94documents
SCOPUS
422
citations
11h-index
73documents
WEB OF SCIENCE
137
citations
4h-index
25documents

His research centers on image and video processing, stereo vision and computer vision, extending into AI-driven pattern recognition, spatial computing and augmented reality — and, more recently, into cultural heritage preservation through Batik and Songket motif classification. That work has drawn 24 completed research grants since 2005 (FRGS, Science Fund, TVET Applied Research and industry-sponsored), and produced 54 indexed journal articles, 30 conference papers, and 5 books and book chapters, alongside a run of educational modules published through Apple iTunes U. Beyond authorship, he reviews for Elsevier journals including Expert Systems With Applications and Computer Vision and Image Understanding, sits on the editorial board of the Iraqi Journal of Computers, Communication, Controls and Systems Engineering, and has guest-edited six special issues of JTEC. Four of his frameworks are registered as copyrights or trademarks — including the BEAM Framework and TUAH INDEX — alongside six MoUs/MoAs with institutions in Indonesia, China, Japan and the United States.

Dr. Nurulfajar Abd Manap reviewing research data on an iPad
Selected publications

2021 – 2026

A selection from the full record. The complete, continually updated list lives on Google Scholar and Scopus.

2026
Enhancing Student Centered and Technology Supported Learning in Higher Education through the BEAM Framework Abd Manap, N., & Mohd Zain, A. — Discover Education, 5 (503), Springer Nature. doi.org/10.1007/s44217-026-01546-2
2025
Embedded Voice-Controlled AI Assistant for Robotic Arm Operation in Industrial Automation Abd Manap, N., Yang, T. C., & Putra, A. — Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 17(4), 7–14.
2025
Diffusion-Based Cost Aggregation Method for Stereo Matching Algorithms Hamid, M. S., Abd Manap, N., Hamzah, R. A., Kadmin, A. F., Abd Gani, S. F., & Herman, A. I. — International Journal of Intelligent Engineering & Systems, 18(5), 733.
2024
Enhancing Personalized Learning in Engineering Education through TUAH Digital Portfolio: A Framework for Equitable TVET in Malaysia Abd Manap, N., Putra, A., Abd Halim, Z., & Mohd Zain, A. S. — IEEE International Conference on TVET Excellence & Development (ICTeD), Melaka.
2024
Classification of Malaysian and Indonesian Batik Designs Using Deep Learning Models Abd Manap, N., Xiao Xuan, L., Kumar Singh, K., Sheikh Akbari, A., & Putra, A. — Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 16(4), 23–30.
2023
Classification of Lung Cancer from Histopathology Images Using a Deep Ensemble Classifier Singh, O., Kumar Singh, K., Das, S., Sheikh Akbari, A., & Abd Manap, N. — IEEE International Conference on Imaging Systems and Techniques (IST), Copenhagen, 1–6.
2023
Stereo Matching Algorithm for Autonomous Vehicle Navigation Using Integrated Matching Cost and Non-Local Aggregation Zahari, M., Hamzah, R. A., Abd Manap, N., & Herman, A. I. — Bulletin of Electrical Engineering and Informatics, 12(1), 328–337.
2023
Medical Image Compression Using Block-to-Row Principal Component Analysis (BTRPCA) Lim, S. T., & Abd Manap, N. B. — International Journal of Membrane Science and Technology, 10(2), 2904–2914.
2023
Alpha-Divergence Two-Dimensional Nonnegative Matrix Factorization for Biomedical Blind Source Separation Darsono, A. M., Toh, C. C., Abd Manap, N., & Hashim, N. M. Z. — International Journal of Electrical and Computer Engineering, 13(2), 1483–1490.
2022
Stereo Matching Algorithm Based on Deep Learning: A Survey Hamid, M. S., Abd Manap, N. F., Hamzah, R. A., & Kadmin, A. F. — Journal of King Saud University – Computer and Information Sciences, 34(5), 1663–1673, Elsevier.
2022
Enhancement of Digital Stereo Vision Images Based on Histogram and Gamma Correction Strategy Kadmin, A. F., Hamzah, R. A., Abd Manap, N., & Hamid, M. S. — Iraqi Journal of Science, 63(1), 313–323.
2022
Stereo Matching Algorithm Based on Combined Matching Cost Computation and Edge Preserving Filters Zahari, M., Hamzah, R. A., Abd Manap, N., & Herman, A. I. — Indonesian Journal of Electrical Engineering and Computer Science, 26(3).
2021
A New Pre-Processing Technique for Computational of Stereo Matching Algorithm Kadmin, A. F., Hamzah, R. A., Abd Manap, N., & Hamid, M. S. — Advances in Mathematics: Scientific Journal, 10(2), 743–758.
2021
A New Post-Processing Method for Stereo Matching Algorithm Aboali, M., Abd Manap, N., Hamzah, R. A., Darsono, A. M., & Abdullah, Q. — International Journal of Engineering Research and Technology, 14(1).

Last accessed June 2026 — for the most current list, see Google Scholar or Scopus (ID: 35109687300).

Intellectual property

Registered IP & trademarks

Frameworks and creative works formalized as copyrights and trademarks in Malaysia.

Copyright

BEAM Framework: Transformative Teaching and Learning Model

Registration CRLY2026M03298 · 2026
Copyright

TUAH INDEX

Registration CRLY2021M03970 · 2021
Copyright

TUAH UTeM Artworks & Illustrations

Registration CRAR2021M03971 · 2021
Trademark

TUAH INDEX

Registration TM2021023182 · 2021

Open to collaboration.

Currently open to research collaboration, joint publications, and postgraduate supervision (MSc/PhD) in image processing, computer vision, AI and cultural heritage technology.