Summary
Academic Background
PhD
(Machine Learning, Computer Vision) Georgia Institute of Technology
June 06, 2007 - June 06, 2010
Honours and Awards
Publications
Disentangled representation learning for multilabel generalized zero-shot learning
May 15, 2025
International Journal of General Systems - Pages 1-21
A light-weight deep learning framework for Low Light Image Enhancement
March 07, 2025
Neurocomputing - Volume 621, Article Number 129236
Generating visual representations for zero-shot learning via adversarial learning and variational autoencoders
May 01, 2023
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
Water - Volume 14, Issue 13, Article Number 2112
Generalized Zero-Shot Learning using Identifiable Variational Autoencoders
April 01, 2022
Expert Systems with Applications - Volume 191, Article Number 116268
Crowdfix: An Eyetracking Dataset of Real Life Crowd Videos
December 23, 2019
IEEE Access - Volume 7, Pages 179002-179009
Accelerated Dynamic MRI Using Kernel-Based Low Rank Constraint
July 05, 2019
Journal of Medical Systems - Volume 43, Pages 1-11
MRI Reconstruction from Sparse K-Space Data using Low Dimensional Manifold Model
June 26, 2019
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
IEEE Access - Volume 7, Pages 2643-2652
A Multi-Agent Framework for Cloud-based Management of Collaborative Robots
July 10, 2018
International Journal of Advanced Robotic Systems - Pages 1-13
Multi-Agent Framework for Cloud-based Management of Collaborative Robots
July 10, 2018
International Journal of Advanced Robotic Systems - -
A Hybrid-Adaptive Neuro-Fuzzy Inference System for Multi-Objective Regression Test Suites Optimization
June 06, 2018
Neural Computing and Applications - Pages 1-15
Non-linear eigenspace visual object tracking
October 04, 2016
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
Journal of Computing in Civil Engineering - Volume 28, Issue 6
Tracking Using Motion Estimation With Physically Motivated Inter-Region Constraints
September 01, 2014
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
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
Advanced Engineering Informatics - Volume 24, Issue 4, Pages 428-434, Special Issue SI
Conferences
Multi-label Generalized Zero-Shot Learning Using Identifiable Variational Autoencoders
September 06, 2023 - September 09, 2023
Omar Arif, Muqadas Gull,
International Conference on Extended Reality
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