Summary
Dr. ATA-UR-REHMAN received the B.Eng. degree in electronic engineering from Air University, Islamabad, in 2006, and the M.Sc. (Hons.) and Ph.D. degrees from Loughborough University, U.K., in 2010 and 2014, respectively. He worked as a Postdoctoral Research Associate at the Department of Automatic Control and Systems Engineering, University of Sheffield, from December 2013 to January 2016. From January 2016 to September 2021, he worked as an Assistant Professor at the University of Engineering and Technology Lahore. Since September 2021 he has been working as an Associate Professor at NUST. His main areas of research are computer vision, machine learning, pattern recognition, multi-target tracking and Audio-Visual anomaly detection.
Academic Background
PhD
(Machine Learning And Computer Vision) Loughborough University
October 01, 2010 - March 30, 2014
Honours and Awards
Publications
A Recurrent Neural Network for Multimodal Anomaly Detection by Using Spatio-Temporal Audio-Visual Data
November 18, 2024
Computers, Materials & Continua - Volume:81, Issue:2, Page:2493-2515
Triple-0: Zero-shot denoising and dereverberation on an end-to-end frozen anechoic speech separation network
July 16, 2024
PLoS ONE - Volume:19, Issue:7, Article Number e0301692
DEW: A wavelet approach of rare sound event detection
March 28, 2024
PLoS ONE - Volume 19, Issue 3, Article Number e0300444
Cognition based Recognition of Partially Occluded Traffic Signs
July 01, 2022
Scientia Iranica - Volume 29, Issue 4
Enabling an anechoic U-Net based speech separation model for online and offline applications in reverberant conditions
August 21, 2021
Applied Acoustics - Volume 179, Article Number 108039
On Fault-Tolerant Resolving Sets of Some Families of Ladder Networks
May 17, 2021
Complexity - Volume 2021, Article ID 9939559, 6 pages
A Degree Based Topological Study of Two Carbon Nanosheets VC5C7 and HC5C7.
March 29, 2021
Polycyclic Aromatic Compounds - Pages 1-21
Enhanced visible light photocatalytic properties of Fe2O3-doped carbon nitride-based organo-catalysts
March 15, 2021
Physica Scripta - Volume 96, Article Number 055806
Multi-Modal Anomaly Detection by Using Audio and Visual Cues
February 26, 2021
IEEE Access - Volume 9, Pages 30587-30603
Anomaly Detection With Particle Filtering for Online Video Surveillance
February 02, 2021
IEEE Access - Volume 9, Pages 19457-19468
Reducing Congestion in an Intelligent Traffic System With Collaborative and Adaptive Signaling on the Edge
November 25, 2020
IEEE Access - Volume 8, Pages 205396-205410
Classification of Degraded Traffic Signs Using Flexible Mixture Model and Transfer Learning
October 24, 2019
IEEE Access - Volume 7, Pages 148800-148813
Optimized segmentation and multiscale emphasized feature extraction for traffic sign detection and recognition
February 16, 2019
Journal of Intelligent and Fuzzy Systems - Volume 36, No. 1, Pages 173-188
Multi-Target Tracking and Occlusion Handling With Learned Variational Bayesian Clusters and a Social Force Model
March 01, 2016
IEEE Transactions on Signal Processing - Volume 64, No. 5, Pages 1320-1335
Video-aided model-based source separation in real reverberant rooms
September 01, 2013
IEEE/ACM Transactions on Audio Speech and Language Processing - Volume 21, Issue 9, Pages 1900 -1912
Conferences
Mosquitoes Species Classification Using Acoustic Features of Wing Beats
March 15, 2023 - March 16, 2023
Ata ur-Rehman, Muhammad Bilal , Saqlain Razzaq ,
4th International Conference on Communication Technologies, ComTech 2023
On evaluation of dereverberation algorithms for expectation-maximization based binaural source separation in varying echoic conditions
December 12, 2022 - December 13, 2022
Ata ur-Rehman, Muhammad Sheryar Fulaly , Sania Gul , Muhammad Salman Khan , Syed Waqar Shah ,
2022 International Conference on Frontiers of Information Technology, FIT 2022
Design Considerations of Stand-Alone Solar Photovoltaic Systems
November 12, 2018 - November 13, 2018
Waqas Ali , Haroon Farooq, Ata ur-Rehman, Qasim Awais , Mohsin Jamil, Ali Noman,
2018 International Conference on Computing, Electronic and Electrical Engineering (ICE Cube)
Microcontroller and sensors based gesture vocalizer
February 20, 2018 - February 22, 2008
Ata ur-Rehman, Salman Afghani , Muhammad Akmal , Raheel Yousaf,
7th WSEAS International Conference on SIGNAL PROCESSING, ROBOTICS and AUTOMATION (ISPRA '08)
Modeling and performance analysis of micro-hydro generation controls considering power system stability
November 15, 2017 - November 16, 2017
Waqas Ali , Haroon Farooq, Ata Ur Rehman, Mohamed E. Farrag,
2017 First International Conference on Latest trends in Electrical Engineering and Computing Technologies (INTELLECT)
An algorithm for Morphological classification of motile human sperm
October 06, 2015 - October 08, 2015
Ata Ur Rehman, Lore E.M. Van Raemdonck, Lyudmila Mihaylova, Allan Pacey,
Sensor Data Fusion: Trends, Solutions, Applications (SDF), 2015
Object Detection and Depth Estimation of Real World Objects using Single Camera
September 02, 2015 - September 04, 2015
Sana Liaquat, Umer Shahzad, Ata Ur Rehman,
2015 Fourth International Conference on Aerospace Science and Engineering (ICASE)
Multi-target tracking by using particle filtering and a social force model
July 07, 2014 - July 10, 2014
Ata Ur Rehman, Syed Mohsen Naqvi , Lyudmila Mihaylova, Jonathon Chambers ,
17th International Conference on Information Fusion (FUSION)
Clustering and a joint probabilistic data association filter for dealing with occlusions in multi-target tracking
July 09, 2013 - July 12, 2013
Ata Ur Rehman, Syed Mohsen Naqvi , Lyudmila Mihaylova, Jonathon Chambers ,
16th International Conference on Information Fusion
Variational Bayesian and belief propagation based data association for multi-target tracking
May 26, 2013 - May 31, 2013
Ata Ur Rehman, Syed Mohsen Naqvi , Lyudmila Mihaylova, Jonathon Chambers ,
2013 IEEE International Conference on Acoustics, Speech and Signal Processing
MCMC-PF Based Multiple Head Tracking in a Room Environment
September 03, 2012 - September 07, 2012
Ata Ur Rehman, Syed Mohsen Naqvi , Raphael Phan , Wenwu Wang , Jonathon Chambers ,
British Machine Vision Workshop
Multispeaker direction of arrival tracking for multimodal source separation of moving sources
September 27, 2011 - September 29, 2011
Ata Ur Rehman, Syed Mohsen Naqvi , Raphael Phan , Jonathon Chambers ,
Sensor Signal Processing for Defence (SSPD 2011)
Assistant Professor
UET Lahore
May 01, 2016 - September 07, 2021
Post-Doc
University of Sheffield
December 01, 2013 - January 01, 2016
Lecturer
UET Lahore
May 01, 2007 - May 01, 2016