Summary
Academic Background
PhD
(Machine Learning, Computer Vision) Georgia Institute of Technology
June 06, 2007 - June 06, 2010
Honours and Awards
Publications
Generating visual representations for zero-shot learning via adversarial learning and variational autoencoders
May 01, 2023
Muqaddas Gull, Omar Arif,
The International Journal of General Systems - Volume:52, Issue: 05, Pages 636-651
A Multi–Step Approach for Optically Active and Inactive Water Quality Parameter Estimation Using Deep Learning and Remote Sensing
July 01, 2022
Mehreen Ahmed, Rafia Mumtaz, Zahid Anwar, Arsalan Shaukat, Omar Arif, Faisal Shafait,
Water - Volume 14, Issue 13, Article Number 2112
Generalized Zero-Shot Learning using Identifiable Variational Autoencoders
April 01, 2022
Muqaddas Gull, Omar Arif,
Expert Systems with Applications - Volume 191, Article Number 116268
Crowdfix: An Eyetracking Dataset of Real Life Crowd Videos
December 23, 2019
Memoona Tahira, Memoona Tahira, Sobas Mehboob, Sobas Mehboob, Anis-ur-Rahman, Omar Arif,
IEEE Access - Volume 7, Pages 179002-179009
Accelerated Dynamic MRI Using Kernel-Based Low Rank Constraint
July 05, 2019
Omar Arif, Hammad Afzal, Haider Abbas, Muhammad Faisal Amjad, Jiafu Wan, Raheel Nawaz,
Journal of Medical Systems - Volume 43, Pages 1-11
MRI Reconstruction from Sparse K-Space Data using Low Dimensional Manifold Model
June 26, 2019
Saim Abdullah, Omar Arif, M. Bilal Arif, Tahir Mahmood,
IEEE Access - Volume 7, Pages 88072-88081
A Framework to Estimate the Nutritional Value of Food in Real Time Using Deep Learning Techniques
December 27, 2018
RAZA YUNUS, OMAR ARIF, HAMMAD AFZAL, MUHAMMAD FAISAL AMJAD, HAIDER ABBAS, HIRA NOOR BOKHAR, SYEDA TAZEEN HAIDER, NAUMAN ZAFAR, RAHEEL NAWAZ,
IEEE Access - Volume 7, Pages 2643-2652
A Multi-Agent Framework for Cloud-based Management of Collaborative Robots
July 10, 2018
Tooba Samad, Muhammad Sohail Iqbal, Asad Waqar Malik, Omar Arif, Peter Bloodsworth,
International Journal of Advanced Robotic Systems - Pages 1-13
Multi-Agent Framework for Cloud-based Management of Collaborative Robots
July 10, 2018
Tooba Samad, Sohail Iqbal, Asad Waqar Malik, Omar Arif, Peter Bloodsworth,
International Journal of Advanced Robotic Systems - -
A Hybrid-Adaptive Neuro-Fuzzy Inference System for Multi-Objective Regression Test Suites Optimization
June 06, 2018
Zeshan Anwar, Hammad Afzal, Nazia Bibi, Haider Abbas, Athar Mohsin, Omar Arif ,
Neural Computing and Applications - Pages 1-15
Non-linear eigenspace visual object tracking
October 04, 2016
Iftikhar Majeed, Omar Arif,
Engineering Applications of Artificial Intelligence - Volume 55, Pages 363-374
Potential of Time-of-Flight Range Imaging for Object Identification and Manipulation in Construction
November 01, 2014
Omar Arif, Soumitry J. Ray, Patricio Vela, Jochen Teizer,
Journal of Computing in Civil Engineering - Volume 28, Issue 6
Tracking Using Motion Estimation With Physically Motivated Inter-Region Constraints
September 01, 2014
Omar Arif, Ganesh Sundaramoorthi, Byung-Woo Hong, Anthony Yezzi,
IEEE Transactions on Medical Imaging - Volume 33, Issue 9, Pages 1875-1889
Kernel Map Compression for Speeding the Execution of Kernel-Based Methods
June 01, 2011
Omar Arif , Patricio Vela,
IEEE Transactions on Neural Networks and Learning Systems - Volume 22, Issue 6, Pages 870-879
Tracking multiple workers on construction sites using video cameras
November 10, 2010
J. Yang, Omer Arif , P.A. Vela, J. Teizer , Zhongke Shi ,
Advanced Engineering Informatics - Volume 24, Issue 4, Pages 428-434, Special Issue SI
Conferences
Forecasting of Electricity Generation for Hydro Power Plants
December 14, 2020 - December 16, 2020
Umer Javaid, Muhammad Moazam Fraz, Imran Mehmood, Omar Arif, Muhammad Shahzad, Muhammad Shahzad, Muhammad Shahzad,
IEEE 17th International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET 2020)
Compressed Sensing MRI Reconstruction using Low Dimensional Manifold Model
May 19, 2019 - May 22, 2019
Saim Abdullah, Omar Arif, Tahir Mehmud, Muhammad Bilal Arif,
2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)
Research Fellow
KAUST
February 01, 2012 - March 31, 2014
Research Scientist
Georgia Tech Research Institute
May 05, 2010 - February 15, 2012