Projects per year
Personal profile
Research interests
Artificial Intelligence, Computer Vision, Machine Learning, Deep Learning, Digital Image Processing, Digital Signal Processing
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Projects
- 2 Finished
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An End-to-End Framework for Robust Acquisition and Processing of Seismic Data Using Compressed Sensing and Deep Learning
Masood, M. (PI), Alfarraj, M. (CoI), Deriche, M. (CoI), Iqbal, N. (CoI), Mahmoud, S. (CoI) & Mohandes, M. (CoI)
1/07/21 → 1/07/23
Project: Research
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Application of AI-Based Super-Resolution in Seismic Image Processing
Zummo, S. (PI), Al-Shuhail, A. (CoI), Alfarraj, M. (CoI) & Alghadhban, S. (CoI)
1/07/21 → 31/12/22
Project: Research
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Efficient Seismic Data Acquisition Using 2-D Deep Compressed Sensing
Alhejaili, R., Alfarraj, M., Iqbal, N., Masood, M. & Al-Shaikhi, A., 13 Nov 2025, In: IEEE Transactions on Instrumentation and Measurement. 74, 9546713.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
FaciesMamba: Leveraging Sequence Modeling for Parameter-Efficient Facies Classification
Alfarraj, M., 2025, (Accepted/In press) In: Arabian Journal for Science and Engineering.Research output: Contribution to journal › Article › peer-review
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Interpretable Deep Learning for Classifying Skin Lesions
Oyedeji, M. O., Okafor, E., Samma, H. & Alfarraj, M., 2025, In: International Journal of Intelligent Systems. 2025, 1, 2751767.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Listen to your gradients: Integrating gradients into deep unfolding networks
Alhejaili, R., Alfarraj, M. & Al-Shaikhi, A., Jun 2025, In: Pattern Recognition Letters. 192, p. 99-105 7 p.Research output: Contribution to journal › Article › peer-review
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METHOD FOR SELF-CALIBRATED CONVOLUTION FOR REAL-TIME IMAGE SUPER-RESOLUTION
Hamida, A. (Inventor), Alfarraj, M. (Inventor) & Zummo, S. (Inventor), 2025, Patent No. US12400297Research output: Patent