Faculty Tahir Habib Nawaz

Tahir Habib Nawaz

HoD Research
Summary

https://www.tahirnawaz.com/

Academic Background
PhD (Electronic Engineering) Queen Mary University of London January 10, 2011 - October 31, 2014
Honours and Awards
Publications
Using SegFormer for Effective Semantic Cell Segmentation for Fault Detection in Photovoltaic Arrays February 07, 2025 IEEE Journal of Photovoltaics - Accepted
Improved Accuracy for Subject-Dependent and Subject-Independent Deep Learning-based SSVEP BCI Classification: A User-Friendly Approach February 07, 2025 IEEE Access - Volume 12, Pages 115935-115950
Effective image processing-based technique for frost detection and quantification in domestic refrigerators February 07, 2025 International Journal of Refrigeration - Volume:160, Pages 217-228
Skeletal Keypoint-Based Transformer Model for Human Action Recognition in Aerial Videos February 07, 2025 IEEE Access - Volume: 12, Page(s): 11095-11103
Body-Pose-Guided Action Recognition with Convolutional Long Short-Term Memory (LSTM) in Aerial Videos February 07, 2025 Applied Sciences - Volume 13, Issue 16, Article Number 9384
Towards automated weed detection through two-stage semantic segmentation of tobacco and weed pixels in aerial Imagery February 07, 2025 Smart Agricultural Technology - Volume 4, Article Number 100142
A W-shaped convolutional network for robust crop and weed classification in agriculture February 07, 2025 Precision Agriculture - Pages 1-17
Deep Learning Based Multiresponse Optimization Methodology for Dual-Axis MEMS Accelerometer February 07, 2025 Micromachines - Volume 14, Issue 4, Article Number 817
IoT-Based Non-Intrusive Automated Driver Drowsiness Monitoring Framework for Logistics and Public Transport Applications to Enhance Road Safety February 07, 2025 IEEE Access - Volume 11, Pages 14385-14397
Patch-wise weed coarse segmentation mask from aerial imagery of sesame crop February 07, 2025 Computers and electronics in agriculture - Volume 203, Article Number 107458
Using Deep Siamese networks for trajectory analysis to extract motion patterns in videos February 07, 2025 Electronics Letters - Volume 58, Issue 9, Pages 356-359
Performance analysis and formative assessment of visual trackers using PETS critical infrastructure surveillance datasets February 07, 2025 Journal of Electronic Imaging - Volume 28, Issue 4, Article Number 043004
A method for performance diagnosis and evaluation of video trackers February 07, 2025 Signal Image and Video Processing - Volume 11, Pages1287–1295
Effective evaluation of privacy protection techniques in visible and thermal imagery February 07, 2025 Journal of Electronic Imaging - Volume 26, Issue 5, Article Number 051408
Discrete Wavelet Transform-Based Whole-Spectral and Subspectral Analysis for Improved Brain Tumor Clustering Using Single Voxel MR Spectroscopy February 07, 2025 IEEE Transactions on Biomedical Engineering - Volume 62, Issue 12, Pages 2860-2866
Measures of Effective Video Tracking February 07, 2025 IEEE Transactions on Image Processing - Volume 23, Issue 1, Pages 376-388
A Protocol for Evaluating Video Trackers Under Real-World Conditions February 07, 2025 IEEE Transactions on Image Processing - Volume 22, Issue 4, Pages1354-1361
Conferences
Deep Learning-based Feature Fusion for Action Recognition Using Skeleton Information March 03, 2023 - March 05, 2023 Fahad Ul Hassan Asif Mattoo, Umar Shahbaz Khan, Tahir Habib Nawaz, Nasir Rashid, 2023 International Conference on Robotics and Automation in Industry, ICRAI 2023
Crop and Weeds Classification in Aerial Imagery of Sesame Crop Fields Using a Patch-Based Deep Learning Model-Ensembling Method May 24, 2022 - May 26, 2022 Syed Imran Moazzam, Umar Shahbaz Khan, Tahir Habib Nawaz, Waqar Shahid Qureshi, IEEE International Conference on Digital Futures and Transformative Technologies (ICoDT2)
Deep trajectory representation-based clustering for motion pattern extraction in videos August 29, 2017 - September 01, 2017 Jonathan Boyle, Tahir Habib Nawaz, James Ferryman, 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)
PETS 2017: Dataset and Challenge July 21, 2017 - July 26, 2017 Luis Patino, Tahir Habib Nawaz, Tom Cane, James Ferryman, 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops
User-centric, embedded vision-based human monitoring: A concept and a healthcare use case September 12, 2016 - September 15, 2016 Tahir Habib Nawaz, Bernhard Rinner, James Ferryman, ACM International Conference on Distributed Smart Camera (ICDSC)
ViTBAT: Video tracking and behavior annotation tool August 23, 2016 - August 26, 2016 Tewodros A. Biresaw, Tahir Habib Nawaz, James Ferryman, Anthony I. Dell, IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)
Tracking performance evaluation on PETS 2015 Challenge datasets August 25, 2015 - August 28, 2015 Tahir Habib Nawaz, Jonathan Boyle, Longzhen Li, James Ferryman, IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)
Temporally stable feature clusters for maritime object tracking in visible and thermal imagery August 25, 2015 - August 28, 2015 Christopher Osborne, Tom Cane, Tahir Habib Nawaz, James Ferryman, IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)
PETS 2015: Datasets and challenge August 25, 2015 - August 28, 2015 Longzhen Li, Tahir Habib Nawaz, James Ferryman, IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)
Trajectory clustering for motion pattern extraction in aerial videos October 27, 2014 - October 30, 2014 Tahir Habib Nawaz, Andrea Cavallaro, Bernhard Rinner, IEEE International Conference on Image Processing (ICIP)
Assessing tracking assessment measures October 27, 2014 - October 30, 2014 Tahir Habib Nawaz, Fabio Poiesi, Andrea Cavallaro, 2014 IEEE International Conference on Image Processing (ICIP)
PFT: A protocol for evaluating video trackers September 11, 2011 - September 14, 2011 Tahir Habib Nawaz, Andrea Cavallaro, IEEE International Conference on Image Processing (ICIP)
Global analysis of haustral fold ridges for the reduction of false positives in CTC-CAD July 14, 2011 - July 15, 2011 Tahir Habib Nawaz, Greg Slabaugh, Medical Image Understanding and Analysis Conference (MIUA)
Research Engineer Jaguar Land Rover January 08, 2018 - September 30, 2021
Post-doctoral Research Assistant University of Reading October 20, 2014 - December 01, 2017