Using SegFormer for Effective Semantic Cell Segmentation for Fault Detection in Photovoltaic Arrays
Z. Mahboob, M.A. Khan, E. Lodhi, T. Nawaz, U.S. Khan
IEEE Journal of Photovoltaics, accepted (to appear)
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Improved Accuracy for Subject-Dependent and Subject-Independent Deep Learning-based SSVEP BCI Classification: A User-Friendly Approach
A. Wahab, U.S. Khan, T. Nawaz, H. Akbar, S.T. Hussain, A. Khalid, A.R. Ansari, R. Nawaz
IEEE Access, Vol. 12, pp. 115935-115950, 2024
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Effective Image Processing-Based Technique for Frost Detection and Quantification in Domestic Refrigerators
H. Rahman, H. Akbar, A.N. Malik, T. Nawaz, I. Lazoglu
International Journal of Refrigeration, Vol. 160, pp. 217-228, 2024
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Skeletal Keypoint-Based Transformer Model for Human Action Recognition in Aerial Videos
S. Uddin, T. Nawaz, J. Ferryman, N. Rashid, M. Asaduzzaman, R. Nawaz
IEEE Access, Vol. 12, pp. 11095–11103, 2024
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Body-pose-guided action recognition with convolutional Long Short-Term Memory (LSTM) in aerial videos
S.M. Saeed, H. Akbar, T. Nawaz, H. Elahi, U.S. Khan
Applied Sciences, Vol. 13, Issue 16, 9384, 2023
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A W-shaped convolutional network for robust crop and weed classification in agriculture
S.I. Moazzam, T. Nawaz, W.S. Qureshi, U.S. Khan, M.I. Tiwana
Precision Agriculture, Vol. 24, Issue 5, pp. 2002-2018, 2023
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Deep learning based multiresponse optimization methodology for dual-axis MEMS accelerometer
F.A. Mattoo, T. Nawaz, M.M. Saleem, U.S. Khan, A. Hamza
Micromachines, Vol. 14, Issue 4, 817, 2023
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IoT-based non-intrusive automated driver drowsiness monitoring framework for logistics and public transport applications to enhance road safety
M.A. Khan, T. Nawaz, U.S. Khan, A. Hamza, N. Rashid
IEEE Access, Vol. 11, pp. 14385–14397, 2023
[pdf]
Towards automated weed detection through two-stage semantic segmentation of tobacco and weed pixels in aerial imagery
S.I. Moazzam, U.S. Khan, W.S. Qureshi, T. Nawaz, F. Kunwar
Smart Agricultural Technology, Vol. 4, 100142, 2023
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Deep learning-based feature fusion for action recognition using skeleton information
Fahad A. Mattoo, U.S. Khan, T. Nawaz, N. Rashid
Proceedings of the IEEE International Conference on Robotics and Automation in Industry (ICRAI), Peshawar, 3-5 March, 2023
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Patch-wise weed coarse segmentation mask from aerial imagery of sesame crop
S.I. Moazzam, U.S. Khan, W.S. Qureshi, M.I. Tiwana, N. Rashid, A. Hamza, F. Kunwar, T. Nawaz
Computers and Electronics in Agriculture, Vol. 203, 107458, 2022
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Crop and weeds classification in aerial imagery of sesame crop fields using a patch-based deep learning model-ensembling method
S.I. Moazzam, U.S. Khan, T. Nawaz, W.S. Qureshi
Proceedings of the IEEE International Conference on Digital Futures and Transformative Technologies (ICoDT2), Rawalpindi, 24-26 May, 2022
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Using Deep Siamese Networks for trajectory analysis to extract motion patterns in videos
J. Boyle, T. Nawaz, J. Ferryman
Electronics Letters, Vol. 58, Issue 9, pp. 356–359, 2022
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Performance analysis and formative assessment of visual trackers using PETS critical infrastructure surveillance datasets
L. Li, T. Nawaz, J. Ferryman
Journal of Electronic Imaging, Vol. 28, Issue 4, 043004, 2019
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A method for performance diagnosis and evaluation of video trackers
T. Nawaz, A. Ellis, J. Ferryman
Signal, Image and Video Processing, Vol. 11, Issue 7, pp. 1287–1295, 2017
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Effective evaluation of privacy protection techniques in visible and thermal imagery
T. Nawaz, A. Berg, J. Ferryman, J. Ahlberg, M. Felsberg
Journal of Electronic Imaging, Vol. 26, Issue 5, 051408, 2017
Deep trajectory representation-based clustering for motion pattern extraction in videos
J. Boyle, T. Nawaz, J. Ferryman
Proceedings of the IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS), Lecce, 29 August - 1 September, 2017
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PETS 2017: Dataset and Challenge
L. Patino, T. Nawaz, T. Cane, J. Ferryman
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Honolulu, Hawaii, 21-26 July, 2017
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User-centric, embedded vision-based human monitoring: A concept and a healthcare use case
T. Nawaz, B. Rinner, J. Ferryman
Proceedings of the ACM International Conference on Distributed Smart Cameras (ICDSC), Paris, 12-15 September, 2016
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ViTBAT: Video Tracking and Behavior Annotation Tool
T. Biresaw, T. Nawaz, J. Ferryman, A. Dell
Proceedings of the IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS), Colorado Springs, Colorado, 23-26 August, 2016
Discrete wavelet transform-based whole-spectral and subspectral analysis for improved brain tumor clustering using single voxel MR spectroscopy
G. Yang, T. Nawaz, T. R. Barrick, F. A. Howe, G. Slabaugh
IEEE Transactions on Biomedical Engineering, Vol. 62, Issue 12, pp. 2860-2866, 2015
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An annotation-free method for evaluating privacy protection techniques in videos
T. Nawaz, J. Ferryman
Proceedings of the IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS), Karlsruhe, 25-28 August, 2015
Temporally stable feature clusters for maritime object tracking in visible and thermal imagery
C. Osborne, T. Cane, T. Nawaz, J. Ferryman
Proceedings of the IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS), Karlsruhe, 25-28 August, 2015
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PETS 2015: Datasets and Challenge
L. Li, T. Nawaz, J. Ferryman
Proceedings of the IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS), Karlsruhe, 25-28 August, 2015
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Tracking performance evaluation on PETS 2015 Challenge datasets
T. Nawaz, J. Boyle, L. Li, J. Ferryman
Proceedings of the IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS), Karlsruhe, 25-28 August, 2015
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Trajectory clustering for motion pattern extraction in aerial videos
T. Nawaz, A. Cavallaro, B. Rinner
Proceedings of the IEEE International Conference on Image Processing (ICIP), Paris, 27-30 October, 2014
Assessing tracking assessment measures
T. Nawaz, F. Poiesi, A. Cavallaro
Proceedings of the IEEE International Conference on Image Processing (ICIP), Paris, 27-30 October, 2014
Ground-truth-based trajectory evaluation in videos
T.H. Nawaz
PhD Thesis, Queen Mary University of London, United Kingdom, May 2014
First supervisor: Prof Andrea Cavallaro. Second supervisor: Prof Bernhard Rinner.
Examination committee: [Private viva] Prof Tim Ellis, Dr Gabriel Brostow, Dr Yue Gao. [Public presentation] Dr Ioannis Patras, Dr Tao Xiang, Dr Yue Gao.
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Measures of effective video tracking
T. Nawaz, F. Poiesi, A. Cavallaro
IEEE Transactions on Image Processing, Vol. 23, Issue 1, pp. 376-388, 2014
A protocol for evaluating video trackers under real-world conditions
T. Nawaz, A. Cavallaro
IEEE Transactions on Image Processing, Vol. 22, Issue 4, pp. 1354-1361, 2013
A bottom-up approach for the analysis of haustral fold ridges in CTC-CAD
T. Nawaz, G. Slabaugh
Annals of the British Machine Vision Association (BMVA), Vol. 2012, No. 8, pp. 1-15, 2012
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PFT: A protocol for evaluating video trackers
T. Nawaz, A. Cavallaro
Proceedings of the IEEE International Conference on Image Processing (ICIP), Brussels, 11-14 September, 2011
Global analysis of haustral fold ridges for the reduction of false positives in CTC-CAD
T. Nawaz, G. Slabaugh
Proceedings of the Medical Image Understanding and Analysis (MIUA), London, 14-15 July, 2011
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Dense 3D reconstruction using Photometric stereo
T.H. Nawaz
Master Thesis, Heriot-Watt University, Edinburgh, United Kingdom, June 2009
Supervisor: Prof Paolo Favaro.