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Dr Shoaib Azmat

Dr Shoaib Azmat

Associate Professor

Area of Interest: Machine Vision, Digital Image Processing, Machine Learning

Email: [email protected]

Academics / Degrees

  • PhD in Electrical and Computer Engineering, Georgia Institute of Technology, 2014
  • MS in Electrical and Computer Engineering, Georgia Institute of Technology, 2011
  • BSc in Computer Systems Engineering, UET Peshawar, Pakistan, 2006

Journal Publications

1. <a href="MemberDetails.aspx?memberID=82" title="Fozia Rajab Daad">F.Daad</a>,Jian Xu,<a href="MemberDetails.aspx?memberID=81" title="Murtaza Aslam">M.Aslam</a>,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,Faiza Dad Classification of Native and non-native songs, neutral music, and resting state of human brain from EEG-based auditory evoked potential using explainable features, Neurocomputing, Elsevier, 2026
2. <a href="MemberDetails.aspx?memberID=469" title="Dr Irfan Ullah">I.Ullah</a>,<a href="MemberDetails.aspx?memberID=75" title="Dr. Shahid Khattak">S.Khattak</a>,<a href="MemberDetails.aspx?memberID=684" title="Dr. Alam Zaib">A. Zaib</a>,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a> Antenna Array Pattern with Sidelobe Level Control using Deep Learning, Applied Computational Electromagnetics Society , 2025
3. Muhammad Rafiq,<a href="MemberDetails.aspx?memberID=623" title="Dr. Hazrat Ali">Hazrat Ali</a>,<a href="MemberDetails.aspx?memberID=167" title="Dr. Ghulam Murtaza">G. Murtaza</a>,Zubair Shah,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a> Cross Modality Medical Image Synthesis for Improving Liver Segmentation, Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, Taylor & Francis, 2025
4. <a href="MemberDetails.aspx?memberID=81" title="Murtaza Aslam">M.Aslam</a>,Jian Xu,<a href="MemberDetails.aspx?memberID=82" title="Fozia Rajab Daad">F.Daad</a>,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,Kausar Perveen,Morteza Naraghi-Pour Electroencephalograph (EEG) based classification of mental arithmetic using explainable machine learning, Biocybernetics and Biomedical Engineering, Elsevier, 2025
5. Muhammad Atif,<a href="MemberDetails.aspx?memberID=240" title="Dr. Faisal Khan">F. Khan</a>,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,Fahad R. Albogamy,Adam Khan AI-driven thermography-based fault diagnosis in single-phase induction motor, Results in Engineering, Elsevier, 2024
6. <a href="MemberDetails.aspx?memberID=82" title="Fozia Rajab Daad">F.Daad</a>,Jian Xu,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,<a href="MemberDetails.aspx?memberID=81" title="Murtaza Aslam">M.Aslam</a>,Faiza Rdad A Compact Mathematical Representation of Human Body Silhouettes from Frontal and Lateral Views, International Journal of Biomedical Engineering and Technology, Inderscience, 2024
7. <a href="MemberDetails.aspx?memberID=81" title="Murtaza Aslam">M.Aslam</a>,Jian Xu,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,<a href="MemberDetails.aspx?memberID=82" title="Fozia Rajab Daad">F.Daad</a>,Zheng Li,J Philip Boudreaux, Ramcharan Thiagarajan,Shaomian Yao A novel method for detection of pancreatic ductal adenocarcinoma using explainable machine learning. , Computer Methods and Programs in Biomedicine, Elsevier, 2024
8. <a href="MemberDetails.aspx?memberID=39" title="Dr. Junaid Shuja">J.Shujah</a>,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,<a href="MemberDetails.aspx?memberID=526" title="Dr. Kashif Bilal">K.Bilal</a>,<a href="MemberDetails.aspx?memberID=565" title="Dr. Zia ur Rehman">Zia ur Rehman</a> Object identification based stall detection and stall legitimacy analysis for traffic patterns, Journal of Electronic Imaging, SPIE, 2022
9. Waqar Ahmad,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,<a href="MemberDetails.aspx?memberID=623" title="Dr. Hazrat Ali">Hazrat Ali</a>,Zubair Shah Generative Adversarial Network for Medical Images Super Resolution, Scientific Reports, Nature, 2022
10. Mehreen Mubashar,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,Christer Gronlund,<a href="MemberDetails.aspx?memberID=623" title="Dr. Hazrat Ali">Hazrat Ali</a> A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation, Neural Computing and Applications, Springer, 2022
11. Faizan Munawar,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,Talha Iqbal,Christer Gronlund,<a href="MemberDetails.aspx?memberID=623" title="Dr. Hazrat Ali">Hazrat Ali</a> Segmentation of Lungs in Chest X-Ray Image Using Generative Adversarial Networks, IEEE Access, August 2020, 2020
12. <a href="MemberDetails.aspx?memberID=227" title="Dr. Yasir Ali Shah">Dr. Yasir Ali Shah</a>,Dr. Khalid Javeed,<a href="MemberDetails.aspx?memberID=224" title="Dr. Muhammad Imran Shehzad Shehzad">MI.Shehzad</a>,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a> LUT-based high-speed point multiplier for Goldilocks-Curve448, IET Computer and Digital Techniques, 2020
13. <a href="MemberDetails.aspx?memberID=224" title="Dr. Muhammad Imran Shehzad Shehzad">MI.Shehzad</a>,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,<a href="MemberDetails.aspx?memberID=668" title="Dr. Fazal Wahab Karam">Wahab, F</a> Low-cost multiple object tracking for embedded vision applications, Turkish Journal of Electrical Engineering and Computer Science, 2019
14. <a href="MemberDetails.aspx?memberID=227" title="Dr. Yasir Ali Shah">Dr. Yasir Ali Shah</a>,Dr. Khalid Javeed,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,Dr. Xiaojun Wang Redundant-Signed-Digit-Based High Speed Elliptic Curve Cryptographic Processor, Journal of Circuits, Systems and Computers, 2018
15. <a href="MemberDetails.aspx?memberID=227" title="Dr. Yasir Ali Shah">Dr. Yasir Ali Shah</a>,Dr. Khalid Javeed,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,Dr. Xiaojun Wang A high-speed RSD-based Flexible ECC processor for arbitrary curves over general prime field, International Journal of Circuit Theory and Applications,, 2018
16. <a href="MemberDetails.aspx?memberID=82" title="Fozia Rajab Daad">F.Daad</a>,<a href="MemberDetails.aspx?memberID=81" title="Murtaza Aslam">M.Aslam</a>,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,<a href="MemberDetails.aspx?memberID=75" title="Dr. Shahid Khattak">S.Khattak</a> Automated Fiducial Points Detection using Human Body Segmentation, Arabian Journal for Science and Engineering, 2018
17. <a href="MemberDetails.aspx?memberID=639" title="Dr. Zahid Mahmood Jehangiri">Z. Mahmood</a>,Nazeer Muhammad,Nargis Bibi,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,<a href="MemberDetails.aspx?memberID=224" title="Dr. Muhammad Imran Shehzad Shehzad">MI.Shehzad</a>,Tauseef Ali EAR: Enhanced Augmented Reality System for Sports Entertainment Applications, KSII Transactions on Internet and Information Systems, 20 December, 2017, 2017
18. <a href="MemberDetails.aspx?memberID=82" title="Fozia Rajab Daad">F.Daad</a>,<a href="MemberDetails.aspx?memberID=81" title="Murtaza Aslam">M.Aslam</a>,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,<a href="MemberDetails.aspx?memberID=75" title="Dr. Shahid Khattak">S.Khattak</a> Automatic Measurement of Anthropometric Dimensions Using Frontal and Lateral Silhouettes, IET Computer Vision, 2017
19. <a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,<a href="MemberDetails.aspx?memberID=224" title="Dr. Muhammad Imran Shehzad Shehzad">MI.Shehzad</a>,<a href="MemberDetails.aspx?memberID=518" title="Abdul Waheed Malik">Dr. Waheed Malik</a>,<a href="MemberDetails.aspx?memberID=639" title="Dr. Zahid Mahmood Jehangiri">Z. Mahmood</a>,<a href="MemberDetails.aspx?memberID=227" title="Dr. Yasir Ali Shah">Dr. Yasir Ali Shah</a> K-means based multiple objects tracking with long-term occlusion handling, IET Computer Vision, 2017
20. <a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,Linda Wills,Scott Wills Parallelizing Multimodal Background Modeling on a Low-Power Integrated GPU, Journal of Signal Processing Systems, 2016
21. Scott Wills,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,Linda Wills Multilayer Background Modeling Under Occlusions, Machine Vision and Applications, 2014

Conference Publications

1. Mudassar Sajid,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,<a href="MemberDetails.aspx?memberID=240" title="Dr. Faisal Khan">F. Khan</a>,Khizer Rafique,Wasiullah Khan Surrogate-Assisted Multi-Objective Optimization of Axial Flux Permanent Magnet Machines Using Machine Learning and Genetic Algorithm, , 2025
2. Muhammad Atif,<a href="MemberDetails.aspx?memberID=240" title="Dr. Faisal Khan">F. Khan</a>,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,Amina Bibi AI Based Speed Adaptive Fault Diagnosis in Induction Motors Using Vibration Signal, , 2024
3. Aneeqa Bibi,<a href="MemberDetails.aspx?memberID=229" title="Jamal Nasir">J. Nasir</a>,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,Syed Nazim Shah Levenberg-Marquardt based ANN for design of rectangular dielectric resonator antenna for LTE application, , 2022
4. Inaamullah Khan,<a href="MemberDetails.aspx?memberID=684" title="Dr. Alam Zaib">A. Zaib</a>,<a href="MemberDetails.aspx?memberID=75" title="Dr. Shahid Khattak">S.Khattak</a>,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a> Data Aided Channel Estimation for OFDM Wireless Systems using Reliable Carriers, , 2019
5. <a href="MemberDetails.aspx?memberID=227" title="Dr. Yasir Ali Shah">Dr. Yasir Ali Shah</a>,Safiullah Khan,Dr. Khalid Javeed,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a> A high speed redundant-signed-digit based montgomery modular multiplier, , 2018
6. Linda Wills,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,Scott Wills Spatio-Temporal Multi-modal Mean, , 2014
7. Linda Wills,Rendong Ying,Dana Forsthoefel,Qianao Ju,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,Scott Wills PathMark: A Novel Fast Lane Detection Algorithm for Embedded Systems, , 2012
8. Linda Wills,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,Scott Wills Accelerating Adaptive Background Modeling on Low-Power Integrated GPUs, , 2012
9. Linda Wills,<a href="MemberDetails.aspx?memberID=627" title="Dr. Shoaib Azmat">Dr. Shoaib Azmat</a>,Scott Wills Temporal multi-modal mean, , 2012
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