Omar Arif

Orcid: 0000-0001-6648-3787

According to our database1, Omar Arif authored at least 32 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Pose Calibrated Feature Aggregation for Video Face Set Recognition in Unconstrained Environments.
IEEE Access, 2024

Multi-Label Zero-Shot Learning With Adversarial and Variational Techniques.
IEEE Access, 2024

2023
Generating visual representations for zero-shot learning via adversarial learning and variational autoencoders.
Int. J. Gen. Syst., July, 2023

Multi-label Generalized Zero-Shot Learning Using Identifiable Variational Autoencoders.
Proceedings of the Extended Reality - International Conference, 2023

2022
Generalized Zero-Shot Learning using Identifiable Variational Autoencoders.
Expert Syst. Appl., 2022

Pose Calibrated Feature Aggregation for Face Set Recognition.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2019
A hybrid-adaptive neuro-fuzzy inference system for multi-objective regression test suites optimization.
Neural Comput. Appl., 2019

Accelerated Dynamic MRI Using Kernel-Based Low Rank Constraint.
J. Medical Syst., 2019

A Framework to Estimate the Nutritional Value of Food in Real Time Using Deep Learning Techniques.
IEEE Access, 2019

CrowdFix: An Eyetracking Dataset of Real Life Crowd Videos.
IEEE Access, 2019

MRI Reconstruction From Sparse K-Space Data Using Low Dimensional Manifold Model.
IEEE Access, 2019

Compressed Sensing MRI Reconstruction using Low Dimensional Manifold Model.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018
Image Caption Generator with Novel Object Injection.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

2016
Non-linear eigenspace visual object tracking.
Eng. Appl. Artif. Intell., 2016

Robust Kernel Embedding of Conditional and Posterior Distributions with Applications.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2015
Kernel Subspace Integral Image Based Probabilistic Visual Object Tracking.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2014
Tracking Using Motion Estimation With Physically Motivated Inter-Region Constraints.
IEEE Trans. Medical Imaging, 2014

Potential of Time-of-Flight Range Imaging for Object Identification and Manipulation in Construction.
J. Comput. Civ. Eng., 2014

Tracking via Motion Estimation with Physically Motivated Inter-Region Constraints.
CoRR, 2014

2013
Detection of vehicle occupants in HOV lanes: exploration of image sensing for detection of vehicle occupants.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2013, 2013

2011
Kernel Map Compression for Speeding the Execution of Kernel-Based Methods.
IEEE Trans. Neural Networks, 2011

2010
Robust target localization and segmentation using statistical methods.
PhD thesis, 2010

Tracking multiple workers on construction sites using video cameras.
Adv. Eng. Informatics, 2010

Pre-image Problem in Manifold Learning and Dimensional Reduction Methods.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

Visual tracking and segmentation using Time-of-Flight sensor.
Proceedings of the International Conference on Image Processing, 2010

A probabilistic observer for visual tracking.
Proceedings of the American Control Conference, 2010

2009
Robust Target Localization and Segmentation Using Graph Cut, KPCA and Mean-Shift.
Proceedings of the International Conference on Machine Learning and Applications, 2009

A probabilistic shape filter for online contour tracking.
Proceedings of the International Conference on Image Processing, 2009

Kernel covariance image region description for object tracking.
Proceedings of the International Conference on Image Processing, 2009

Kernel map compression using generalized radial basis functions.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Non-rigid object localization and segmentation using eigenspace representation.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Robust Density Comparison for Visual Tracking.
Proceedings of the British Machine Vision Conference, 2009


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