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Muhammad Fayaz

Orcid: 0009-0008-2201-8128

Affiliations:
  • Sejong University, Department of Computer Science and Engineering, Seoul, Korea
  • Cyprus International University, Department of Computer Engineering, Lefkosa, Cyprus


According to our database1, Muhammad Fayaz authored at least 14 papers between 2023 and 2026.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
D2VAuth: Efficient Drone-to-Vehicle Authentication Using Blockchain and Hyperelliptic Curve Cryptography.
[BibTeX]
[DOI]
Zeeshan Ali Haider
,
Muhammad Fayaz
,
Inam Ullah
,
Muneera Altayeb
,
Fahad Alblehai
,
Amr Tolba
IEEE Trans. Consumer Electron., May, 2026

A comprehensive approach for image quality assessment using quality-centric embedding and ranking networks.
[BibTeX]
[DOI]
Zeeshan Ali Haider
,
Sareer Ul Amin
,
Muhammad Fayaz
,
Khan Muhammad
,
Hyeonjoon Moon
,
Sanghyun Seo
Pattern Recognit., 2026

Automated Aging Building Defect Recognition and Analysis Using Transformers.
[BibTeX]
[DOI]
Lien Minh Dang
,
Muhammad Fayaz
,
Quoc Bao To
,
Gayoon Lee
,
Hyoung-Kyu Song
,
Kihak Lee
,
Hyeonjoon Moon
J. Comput. Civ. Eng., 2026

TumorNet: A hybrid lightweight framework for brain tumor classification and reasoning.
[BibTeX]
[DOI]
Hanxiang Wang
,
Muhammad Zaqeem
,
Muhammad Fayaz
,
Defu Qiu
,
Sajjad Ahadzadeh
,
Tan N. Nguyen
,
Lien Minh Dang
Inf. Sci., 2026

PolySAGN: Hierarchical multi-scale representation learning with scale-specific attention for accurate polyp segmentation.
[BibTeX]
[DOI]
Wenqi Zhang
,
Yue Zhang
,
Muhammad Fayaz
,
Lien Minh Dang
,
Tan N. Nguyen
,
Hyeonjoon Moon
Neurocomputing, 2026

Efficient transformer-based semantic segmentation of colonic polyps using SegFormer.
[BibTeX]
[DOI]
Gul E. Arzu
,
Muhammad Fayaz
,
Usman Ali
,
Lien Minh Dang
,
Hyeonjoon Moon
Neurocomputing, 2026

SwinHCAD: A Robust Multi-Modality Segmentation Model for Brain Tumors Using Transformer and Channel-Wise Attention.
[BibTeX]
[DOI]
Seyong Jin
,
Muhammad Fayaz
,
Lien Minh Dang
,
Hyoung-Kyu Song
,
Hyeonjoon Moon
Comput. Mater. Continua, 2026

Hierarchical optimization of task-adaptive networks for integrated registration and few-shot medical image segmentation.
[BibTeX]
[DOI]
Muhammad Fayaz
,
Zeeshan Ali Haider
,
Lien Minh Dang
,
Hyeonjoon Moon
Biomed. Signal Process. Control., 2026

End-to-end plant disease detection using transformers with collaborative hybrid assignment training.
[BibTeX]
[DOI]
Yanfen Li
,
Muhammad Fayaz
,
Sufyan Danish
,
Lilia Tightiz
,
Hanxiang Wang
,
Tan N. Nguyen
,
Lien Minh Dang
Appl. Soft Comput., 2026

2025
DLAN: A dual attention network for effective land cover classification in remote sensing.
[BibTeX]
[DOI]
Muhammad Fayaz
,
Lien Minh Dang
,
Hyeonjoon Moon
Knowl. Based Syst., 2025

Enhancing pine wilt disease detection with synthetic data and external attention-based transformers.
[BibTeX]
[DOI]
Sareer Ul Amin
,
Yonghoon Jung
,
Muhammad Fayaz
,
Bumsoo Kim
,
Sanghyun Seo
Eng. Appl. Artif. Intell., 2025

Transformer-based detection of abnormal rice growth using drone-based multispectral imaging.
[BibTeX]
[DOI]
Yanfen Li
,
Lien Minh Dang
,
Hanxiang Wang
,
Muhammad Fayaz
,
Sufyan Danish
,
Junliang Shang
,
Hyoung-Kyu Song
,
Hyeonjoon Moon
Comput. Electron. Agric., 2025

2024
Enhancing land cover classification via deep ensemble network.
[BibTeX]
[DOI]
Muhammad Fayaz
,
Lien Minh Dang
,
Hyeonjoon Moon
Knowl. Based Syst., 2024

2023
An Efficient and Robust Hand Gesture Recognition System of Sign Language Employing Finetuned Inception-V3 and Efficientnet-B0 Network.
[BibTeX]
[DOI]
Adnan Hussain
,
Sareer Ul Amin
,
Muhammad Fayaz
,
Sanghyun Seo
Comput. Syst. Sci. Eng., 2023


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