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Profile
College / Department
Teaching areas
Artificial intelligence, Computer vision, Deep learning
Research areas
Computer vision, deep learning, artificial intelligence
Education
PhD, Electrical And Computer Engineering, Georgia Institute of Technology, United States, 2010
Contact
Arif Omar
Visiting Associate Professor
PhD, Georgia Institute of Technology, United States
Dr. Omar Arif is a Visiting Associate Professor at the College of Engineering, American University of Sharjah, UAE, since August 2022. He previously held academic positions at NUST, Pakistan, including Tenured Associate Professor and Head of the Software Engineering Department. Dr. Arif's research experience spans roles at the Visual Computing Center, KAUST, and the Georgia Tech Research Institute. He earned his Ph.D. and M.S. in Electrical and Computer Engineering from Georgia Tech and a B.E. in Software Engineering from NUST. Dr. Arif specializes in artificial intelligence, computer vision, deep learning with numerous publications in prestigious journals
Publications
Muqaddas Gull And Omar Arif. Multi-label Generalized Zero-Shot Learning Using Identifiable Variational Autoencoders, 2023
Muqaddas Gull And Omar Arif. Generating visual representations for zero-shot learning via adversarial learning and variational autoencoders, International Journal Of General Systems, 2023
Ibrahim Hasani And Omar Arif. Pose Calibrated Feature Aggregation for Face Set Recognition, 2022
Mehreen Ahmed, Rafia Mumtaz, Zahid Anwar, Arslan Shaukat, Omar Arif And Faisal Shafait. A multi--step approach for optically active and inactive water quality parameter estimation using deep learning and remote sensing, Water, 2022
Muqaddas Gull And Omar Arif. Generalized zero-shot learning using identifiable variational autoencoders, Expert Systems With Applications, 2022
Umer Javed, Muhammad Fraz, Imran Mahmood, Muhammad Shahzad And Omar Arif. Forecasting of electricity generation for hydro power plants, 2020
Saim Abdullah, Omar Arif, Tahir Mehmud And Muhammad Arif. Compressed Sensing MRI Reconstruction using Low Dimensional Manifold Model, 2019
Zeeshan Anwar, Hammad Afzal, Nazia Bibi, Haider Abbas, Athar Mohsin And Omar Arif. A hybrid-adaptive neuro-fuzzy inference system for multi-objective regression test suites optimization, Neural Computing And Applications, 2019
Omar Arif, Hammad Afzal, Haider Abbas, Muhammad Amjad, Jiafu Wan And Raheel Nawaz. Accelerated dynamic MRI using kernel-based low rank constraint, Journal Of Medical Systems, 2019
Memoona Tahira, Sobas Mehboob, Anis Rahman And Omar Arif. CrowdFix: An Eyetracking Dataset of Real Life Crowd Videos, Ieee Access, 2019
Saim Abdullah, Omar Arif, M Arif And Tahir Mahmood. MRI Reconstruction from sparse K-space data using low dimensional manifold model, Ieee Access, 2019
Mirza Baig, Mian Shah, Muhammad Wajahat, Nauman Zafar And Omar Arif. Image caption generator with novel object injection, 2018
Raza Yunus, Omar Arif, Hammad Afzal, Muhammad Amjad, Haider Abbas, Hira Bokhari, Syeda Haider, Nauman Zafar And Raheel Nawaz. A framework to estimate the nutritional value of food in real time using deep learning techniques, Ieee Access, 2018
Tooba Samad, Sohail Iqbal, Asad Malik, Omar Arif And Peter Bloodsworth. A multi-agent framework for cloud-based management of collaborative robots, International Journal Of Advanced Robotic Systems, 2018
Nauman Zafar And Omar Arif. Food Calorie Measurement Using Efficient Classification and Distance Measurement Techniques By Nauman Zafar NUST 2014 64096 MSEECS 61314F Supervisor Dr. Omar, 2018
Muhammad Nawaz And Omar Arif. Robust kernel embedding of conditional and posterior distributions with applications, 2016
Iftikhar Majeed And Omar Arif. Non-linear eigenspace visual object tracking, Engineering Applications Of Artificial Intelligence, 2016
Iftikhar Majeed And Omar Arif. Kernel Subspace Integral Image Based Probabilistic Visual Object Tracking, 2015
P Abolmaesumi, Md Abramoff, B Acha, O Acosta, J Acosta-cabronero, N Afsham, M Afshin, Ga Agasthya, M Ahmad, R Ahmed And Others. 2014 Index IEEE Transactions on Medical Imaging Vol. 33, Ieee Transactions On Medical Imaging, 2014
Omar Arif, Soumitry Ray, Patricio Vela And Jochen Teizer. Potential of time-of-flight range imaging for object identification and manipulation in construction, Journal Of Computing In Civil Engineering, 2014
