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ORCIDMuhammad Fayaz 0003
Person information
- affiliation: Sejong University, Department of Computer Science and Engineering, Seoul, Korea
- affiliation: Cyprus International University, Department of Computer Engineering, Lefkosa, Cyprus
Other persons with the same name
- Muhammad Fayaz — disambiguation page
- Muhammad Fayaz 0001
![[0000-0001-6383-2988]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0000-0001-6383-2988")
— University of Malakand, Department of Computer Science and IT, Chakdara, Pakistan (and 1 more) - Muhammad Fayaz 0002 — University of Central Asia, Department of Computer Science, School of Arts and Sciences, Naryn, Kyrgyzstan
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2020 – today
- 2026
[j14]Yanfen Li, Muhammad Fayaz, Sufyan Danish, Lilia Tightiz, Hanxiang Wang, Tan N. Nguyen, Lien Minh Dang:
End-to-end plant disease detection using transformers with collaborative hybrid assignment training. Appl. Soft Comput. 186: 114137 (2026)- [j13]Muhammad Fayaz, Zeeshan Ali Haider, Lien Minh Dang, Hyeonjoon Moon:
Hierarchical optimization of task-adaptive networks for integrated registration and few-shot medical image segmentation. Biomed. Signal Process. Control. 122: 110454 (2026) - [j12]Seyong Jin, Muhammad Fayaz, Lien Minh Dang, Hyoung-Kyu Song, Hyeonjoon Moon:
SwinHCAD: A Robust Multi-Modality Segmentation Model for Brain Tumors Using Transformer and Channel-Wise Attention. Comput. Mater. Continua 86(1): 1-23 (2026) - [j11]Wenqi Zhang, Yue Zhang, Muhammad Fayaz, Lien Minh Dang, Tan N. Nguyen, Hyeonjoon Moon:
PolySAGN: Hierarchical multi-scale representation learning with scale-specific attention for accurate polyp segmentation. Neurocomputing 667: 132338 (2026) - [j10]Gul E. Arzu, Muhammad Fayaz, Usman Ali, Lien Minh Dang, Hyeonjoon Moon:
Efficient transformer-based semantic segmentation of colonic polyps using SegFormer. Neurocomputing 667: 132339 (2026) - [j9]Hanxiang Wang, Muhammad Zaqeem, Muhammad Fayaz, Defu Qiu, Sajjad Ahadzadeh, Tan N. Nguyen, Lien Minh Dang:
TumorNet: A hybrid lightweight framework for brain tumor classification and reasoning. Inf. Sci. 746: 123423 (2026) - [j8]Lien Minh Dang, Muhammad Fayaz, Quoc Bao To, Gayoon Lee, Hyoung-Kyu Song, Kihak Lee, Hyeonjoon Moon:
Automated Aging Building Defect Recognition and Analysis Using Transformers. J. Comput. Civ. Eng. 40(4) (2026) - [j7]Zeeshan Ali Haider, Sareer Ul Amin, Muhammad Fayaz, Khan Muhammad, Hyeonjoon Moon, Sanghyun Seo:
A comprehensive approach for image quality assessment using quality-centric embedding and ranking networks. Pattern Recognit. 173: 112890 (2026) - [j6]Zeeshan Ali Haider, Muhammad Fayaz, Inam Ullah, Muneera Altayeb, Fahad Alblehai, Amr Tolba:
D2VAuth: Efficient Drone-to-Vehicle Authentication Using Blockchain and Hyperelliptic Curve Cryptography. IEEE Trans. Consumer Electron. 72(2): 2775-2786 (2026) - 2025
- [j5]Yanfen Li, Lien Minh Dang, Hanxiang Wang, Muhammad Fayaz, Sufyan Danish, Junliang Shang, Hyoung-Kyu Song, Hyeonjoon Moon:
Transformer-based detection of abnormal rice growth using drone-based multispectral imaging. Comput. Electron. Agric. 239: 111055 (2025) - [j4]Sareer Ul Amin, Yonghoon Jung, Muhammad Fayaz, Bumsoo Kim, Sanghyun Seo:
Enhancing pine wilt disease detection with synthetic data and external attention-based transformers. Eng. Appl. Artif. Intell. 159: 111655 (2025) - [j3]Muhammad Fayaz, Lien Minh Dang, Hyeonjoon Moon:
DLAN: A dual attention network for effective land cover classification in remote sensing. Knowl. Based Syst. 319: 113620 (2025) - 2024
- [j2]Muhammad Fayaz, Lien Minh Dang, Hyeonjoon Moon:
Enhancing land cover classification via deep ensemble network. Knowl. Based Syst. 305: 112611 (2024) - 2023
- [j1]Adnan Hussain, Sareer Ul Amin, Muhammad Fayaz, Sanghyun Seo:
An Efficient and Robust Hand Gesture Recognition System of Sign Language Employing Finetuned Inception-V3 and Efficientnet-B0 Network. Comput. Syst. Sci. Eng. 46(3): 3509-3525 (2023)
Coauthor Index
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