About

Dr. Tahir Habib Nawaz is working as Associate Professor in the College of Electrical & Mechanical Engineering . Dr. Tahir Habib Nawaz has a PhD in Electronic Engineering . Dr. Tahir Habib Nawaz has published 40 research articles & conference papers having a citation count of 384 , carried out 5 projects and filed 10 intellectual property.

Research Tags

Aerial Imaging Agricultural Drones Artificial Intelligence Autonomous Vehicles Computer Vision Image Analysis Image Processing Self-driving Cars Video Analysis Video Surveillance

Research Projects

4

Industry Projects

1

Amount Granted

119.9 M

Publications

40

Citations

384

Intellectual Property

10
Publication Types
Project Types
Publications by Year
Projects by Year

Education

PhD Electronic Engineering 2011- 2014
Queen Mary University of London , United Kingdom
MS Computer Vision and Robotics 2007- 2009
Heriot-Watt University , United Kingdom
BE Mechatronics Engineering 2001- 2005
College of Electrical and Mechanical Engineering , Pakistan

Experience

Associate Professor 2023- Present
College of Electrical & Mechanical Engineering , NUST
Assistant Professor 2021- 2023
College of Electrical & Mechanical Engineering , NUST
Research Engineer 2018- 2021
Jaguar Land Rover , Whitley, Coventry, CV3 4LF, United Kingdom ,
Post-doctoral Research Assistant 2014- 2017
University of Reading , Department of Computer Science, Whiteknights House, Reading, RG6 6AH, United Kingdom ,

Awards

Memberships

4
Research Projects
1
Industrial Projects
5
National Projects
0
International Projects
119.9M
Total Funding (PKR)
Humanoid Assistant Robotic Platform (HARP) 2023
Project Status: Approved_inprocess Rs: 14.0 M Approval Date: 2023-10-25 Completion Date: N/A
Funding Agency: NUST
Multi-DOF Upper Limb Prosthetic Hand 2023
Project Status: Approved_inprocess Rs: 19.6 M Approval Date: 2023-06-20 Completion Date: 2025-06-19
Funding Agency: MINISTRY OF PLANNING, DEVELOPMENT & SPECIAL INITIATIVES
Activity Recognition in the Field of Computer Vision 2023
DR
Dr. Rab Nawaz (NESCOM)
Project Status: Completed Rs: 0.2 M Approval Date: 2023-04-04 Completion Date: 2024-09-24
Funding Agency: NESCOM
Establishment of National Center of Robotics and Automation (Robot Design and Development Lab - RDDL) 2018
Project Status: Approved_inprocess Rs: 82.5 M Approval Date: 2018-06-12 Completion Date: 2023-06-30
Funding Agency: HEC
AI Consultancy with Kodifly Limited 2024
Project Status: Completed Rs: 3.6 M Approval Date: 2024-08-16 Completion Date: 2025-05-31
Funding Agency: Kodifly Limited
23
Research Articles
17
Conference Proceedings
0
Books
0
Book Chapters
27
Editorial Activities
A W-shaped convolutional network for robust crop and weed classification in agriculture 2023
Journal: Precision Agriculture, Pages 1-17
Impact Factor: 5.767 Citations: 13 Quartile: 1
SDG 9
Body-Pose-Guided Action Recognition with Convolutional Long Short-Term Memory (LSTM) in Aerial Videos 2023
SO
Sohaib Mustafa Saeed
HA
Hassan Akbar
Journal: Applied Sciences, Volume 13, Issue 16, Article Number 9384
Impact Factor: 2.7 Citations: 7 Quartile: 2
SDG 9
Effective image processing-based technique for frost detection and quantification in domestic refrigerators 2024
HA
Hammad ur Rahman (Koc University)
HA
Hassan Akbar
IS
Ismail Lazoglu (Koc University)
Journal: International Journal of Refrigeration, Volume:160, Pages 217-228
Impact Factor: 3.9 Citations: 6 Quartile: 2
SDG 3 SDG 7 SDG 13
Frost detection and defrost control: Emerging trends, methods, and experimental evaluations 2025
HA
Hassan Akbar
IS
Ismail Lazoglu (Koc University)
HU
Huzzam Hassan
Journal: International Journal of Refrigeration, Volume:179, Page:121-141
Impact Factor: 3.800 Citations: 0 Quartile: 1
SDG 8 SDG 11
Smart Steering Wheel: Design of IoMT-Based Non-Invasive Driver Health Monitoring System to Enhance Road Safety 2025
MU
Muhammad Adil Khan (Chang’an University)
MU
Mu Chen (Chang'an University)
M
Mohamed Sedky (Staffordshire University)
MU
Muhammad Sheikh (University of Warwick)
AL
Ali Kashif Bashir (Manchester Metropolitan University)
SO
Sohail Hassan (Ascension St. John Hospital)
Journal: IET Intelligent Transport Systems , Volume:19, Issue:1, Article Number e70012
Impact Factor: 2.300 Citations: 1 Quartile: 2
SDG 3 SDG 9
An optimized Impulse Factor-based VMD-EMD approach to improve SSVEP accuracy for BCI Systems 2025
AD
Adeel Wahab
U.
U. Izhar (University of Sunshine Coast)
Journal: Results in Engineering, Volume:25, Article Number:104203, Pages:14
Impact Factor: 6 Citations: 4 Quartile: 1
SDG 3
Skeletal Keypoint-Based Transformer Model for Human Action Recognition in Aerial Videos 2024
SH
Shahab Uddin
JA
James Ferryman (University of Reading)
MD
MD Asaduzzaman (Staffordshire University)
RA
Raheel Nawaz (Staffordshire University)
Journal: IEEE Access, Volume: 12, Page(s): 11095-11103
Impact Factor: 3.9 Citations: 7 Quartile: 2
SDG 9
IoT-Based Non-Intrusive Automated Driver Drowsiness Monitoring Framework for Logistics and Public Transport Applications to Enhance Road Safety 2023
Journal: IEEE Access, Volume 11, Pages 14385-14397
Impact Factor: 3.476 Citations: 44 Quartile: 2
SDG 9
Lightweight distilled transformer-based vision framework for detection of forest fire and smoke in real-world scenes 2025
MD
Md Asaduzzaman (Staffordshire University)
MO
Mohammad S. Hasan (Staffordshire University)
WA
Waqar Shahid Qureshi (University of Galway)
HA
Hassan Akbar
Journal: Journal of Electronic Imaging, Volume 34(3), Article Number 033035
Impact Factor: 1.000 Citations: 0 Quartile: 4
SDG 9 SDG 11 SDG 13
Improved Accuracy for Subject-Dependent and Subject-Independent Deep Learning-based SSVEP BCI Classification: A User-Friendly Approach 2024
AD
Adeel Wahab
HA
Hassan Akbar
AZ
Azfar Khalid (Nottingham Trent University)
AL
Ali. R. Ansari (Gulf University for Science and Technology)
RA
Raheel Nawaz (Staffordshire University)
Journal: IEEE Access, Volume 12, Pages 115935-115950
Impact Factor: 3.400 Citations: 3 Quartile: 2
SDG 3
Patch-wise weed coarse segmentation mask from aerial imagery of sesame crop 2022
Journal: Computers and electronics in agriculture, Volume 203, Article Number 107458
Impact Factor: 6.757 Citations: 12 Quartile: 1
SDG 9 SDG 12
Using Deep Siamese networks for trajectory analysis to extract motion patterns in videos 2022
JO
Jonathan Boyle (University of Reading)
JA
James Ferryman (University of Reading)
Journal: Electronics Letters, Volume 58, Issue 9, Pages 356-359
Impact Factor: 1.4 Citations: 3 Quartile: 4
SDG 9
Using SegFormer for Effective Semantic Cell Segmentation for Fault Detection in Photovoltaic Arrays 2025
ZA
Zaid Mahboob
M.
M. Adil Khan (COMSATS University Islamabad)
EH
Ehtisham Lodhi (Zhejiang University)
Journal: IEEE Journal of Photovoltaics, Volume: 15, Issue: 2, Pages: 320-331
Impact Factor: 2.500 Citations: 3 Quartile: 2
SDG 9 SDG 11
Performance analysis and formative assessment of visual trackers using PETS critical infrastructure surveillance datasets 2019
LO
Longzhen Li (University of Reading)
JA
James Ferryman (University of Reading)
Journal: Journal of Electronic Imaging, Volume 28, Issue 4, Article Number 043004
Impact Factor: 0.884 Citations: 1 Quartile: 4
SDG 9
Deep Learning Based Multiresponse Optimization Methodology for Dual-Axis MEMS Accelerometer 2023
Journal: Micromachines, Volume 14, Issue 4, Article Number 817
Impact Factor: 3.523 Citations: 2 Quartile: 2
SDG 9
Towards automated weed detection through two-stage semantic segmentation of tobacco and weed pixels in aerial Imagery 2023
Journal: Smart Agricultural Technology, Volume 4, Article Number 100142
Impact Factor: N/A Citations: 32 Quartile: N/A
SDG 2 SDG 9
Discrete Wavelet Transform-Based Whole-Spectral and Subspectral Analysis for Improved Brain Tumor Clustering Using Single Voxel MR Spectroscopy 2015
GU
Guang Yang (University of London)
TH
Thomas R. Barrick (University of London)
FR
Franklyn A. Howe (University of London)
GR
Greg Slabaugh (City University London)
Journal: IEEE Transactions on Biomedical Engineering, Volume 62, Issue 12, Pages 2860-2866
Impact Factor: 2.468 Citations: 42 Quartile: 2
SDG 3
Measures of Effective Video Tracking 2014
FA
Fabio Poiesi (Queen Mary University of London)
AN
Andrea Cavallaro (Queen Mary University of London)
Journal: IEEE Transactions on Image Processing, Volume 23, Issue 1, Pages 376-388
Impact Factor: 3.625 Citations: 31 Quartile: 1
SDG 9
Effective evaluation of privacy protection techniques in visible and thermal imagery 2017
AM
Amanda Berg (Termisk Systemteknik i Sverige AB)
JA
James Ferryman (University of Reading)
Jörgen Ahlberg (Termisk Systemteknik i Sverige AB)
MI
Michael Felsberg (Linkoping University)
Journal: Journal of Electronic Imaging, Volume 26, Issue 5, Article Number 051408
Impact Factor: 0.780 Citations: 5 Quartile: 4
SDG 9
A method for performance diagnosis and evaluation of video trackers 2017
AN
Anna Ellis (University of Reading)
JA
James Ferryman (University of Reading)
Journal: Signal Image and Video Processing, Volume 11, Pages1287–1295
Impact Factor: 1.643 Citations: 5 Quartile: 3
SDG 9
A Protocol for Evaluating Video Trackers Under Real-World Conditions 2013
AN
Andrea Cavallaro (Queen Mary University of London)
Journal: IEEE Transactions on Image Processing, Volume 22, Issue 4, Pages1354-1361
Impact Factor: 3.111 Citations: 29 Quartile: 1
SDG 9
SmartPV-AIoT: an AIoT-integrated framework for fault diagnosis and remote monitoring in photovoltaic systems 2025
EH
Ehtisham Lodhi (Chinese Academy of Sciences)
XI
Xiaoli Liu (University of Helsinki)
GA
Gang Xiong (Fujian University of Technology)
M.
M. Adil Khan (COMSATS University Islamabad)
ZE
Zeeshan Lodhi (University of Technology, Nowshera)
AD
Adil Dilawar (Chinese Academy of Sciences)
SA
Sasu Tarkoma (University of Helsinki)
FE
Feiyue Wang (Chinese Academy of Sciences)
Journal: Energy Conversion and Management: X, Volume:27, Article Number 101117
Impact Factor: 7.600 Citations: 0 Quartile: 1
SDG 7 SDG 9
InterAcT: A Generic Keypoints-Based Lightweight Transformer Model for Recognition of Human Solo Actions and Interactions in Aerial Videos 2025
MU
Mubashir Shah
RA
Rab Nawaz (Capital University of Science and Technology)
Journal: PLOS ONE, Volume 20(5), Article Number e0323314
Impact Factor: 2.900 Citations: 0 Quartile: 1
SDG 9 SDG 11
Enhancing the Accuracy of SSVEP Target Frequency Detection: A User- Friendly Approach
Conference: First International Conference on Advances in Mechanical, Materials, Mechatronics, and Energy Engineering (ICAME-24)
Citations: N/A
SDG 3
Bare Printed Circuit Board Defects Localization and Detection Using YOLOv5 Models
Conference: 2024 International Conference on Robotics and Automation in Industry (ICRAI)
Citations: N/A
SDG 9
An Improved Method for Identifying SSVEP Single-Channel Target Frequency for BCI Systems
AD
Adeel Wahab
HA
Hassan Akbar
ZU
Zulfiqar Hasan Khan
Conference: 2024 3rd International Conference on Emerging Trends in Electrical, Control, and Telecommunication Engineering, ETECTE 2024 - Proceedings
Citations: N/A
SDG 3
Deep Learning-Based Approach for Frost Quantification in Domestic Refrigerators
HA
Hassan Akbar
HU
Huzzam Hassan
Conference: 2024 International Conference on Robotics and Automation in Industry (ICRAI)
Citations: N/A
SDG 7 SDG 9
Deep Learning-based Feature Fusion for Action Recognition Using Skeleton Information
Conference: 2023 International Conference on Robotics and Automation in Industry, ICRAI 2023
Citations: N/A
Crop and Weeds Classification in Aerial Imagery of Sesame Crop Fields Using a Patch-Based Deep Learning Model-Ensembling Method
Conference: IEEE International Conference on Digital Futures and Transformative Technologies (ICoDT2)
Citations: 1
Deep trajectory representation-based clustering for motion pattern extraction in videos
JO
Jonathan Boyle (University of Reading)
JA
James Ferryman (University of Reading)
Conference: 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)
Citations: 5
PETS 2017: Dataset and Challenge
LU
Luis Patino (University of Reading)
TO
Tom Cane (University of Reading)
JA
James Ferryman (University of Reading)
Conference: 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops
Citations: 21
User-centric, embedded vision-based human monitoring: A concept and a healthcare use case
BE
Bernhard Rinner (Alpen-Adria Universitaet)
JA
James Ferryman (University of Reading)
Conference: ACM International Conference on Distributed Smart Camera (ICDSC)
Citations: 9
ViTBAT: Video tracking and behavior annotation tool
TE
Tewodros A. Biresaw (University of Reading)
JA
James Ferryman (University of Reading)
AN
Anthony I. Dell (University of Reading)
Conference: IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)
Citations: 42
Temporally stable feature clusters for maritime object tracking in visible and thermal imagery
CH
Christopher Osborne (University of Reading)
TO
Tom Cane (University of Reading)
JA
James Ferryman (University of Reading)
Conference: IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)
Citations: 4
PETS 2015: Datasets and challenge
LO
Longzhen Li (University of Reading)
JA
James Ferryman (University of Reading)
Conference: IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)
Citations: 15
Tracking performance evaluation on PETS 2015 Challenge datasets
JO
Jonathan Boyle (University of Reading)
LO
Longzhen Li (University of Reading)
JA
James Ferryman (University of Reading)
Conference: IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)
Citations: 1
Trajectory clustering for motion pattern extraction in aerial videos
AN
Andrea Cavallaro (Queen Mary University of London)
BE
Bernhard Rinner (Alpen-Adria-Universitat Klagenfurt)
Conference: IEEE International Conference on Image Processing (ICIP)
Citations: 18
Assessing tracking assessment measures
FA
Fabio Poiesi (Queen Mary University of London)
AN
Andrea Cavallaro (Queen Mary University of London)
Conference: 2014 IEEE International Conference on Image Processing (ICIP)
Citations: 1
PFT: A protocol for evaluating video trackers
AN
Andrea Cavallaro (University of London)
Conference: IEEE International Conference on Image Processing (ICIP)
Citations: 17
Global analysis of haustral fold ridges for the reduction of false positives in CTC-CAD
GR
Greg Slabaugh (University of London)
Conference: Medical Image Understanding and Analysis Conference (MIUA)
Citations: N/A
EURASIP Journal on Image and Video Processing 2025
Reviewed Papers for Journals
Impact Factor: 1.8
Multimedia Tools and Applications 2025
Reviewed Papers for Journals
Impact Factor: 3.0
Scientific Reports 2024
Reviewed Papers for Journals
Impact Factor: 3.8
2024
Reviewed Papers for Journals
Impact Factor: -
2024
Reviewed Papers for Journals
Impact Factor: -
The Visual Computer 2024
Reviewed Papers for Journals
Impact Factor: 3.5
IEEE Transactions on Circuits and Systems for Video Technology 2024
Reviewed Papers for Journals
Impact Factor: 8.4
IEEE Transactions on Circuits and Systems for Video Technology 2023
Reviewed Papers for Journals
Impact Factor: 8.4
Biomedical Signal Processing and Contro 2023
Reviewed Papers for Journals
Impact Factor: 5.1
Applied Sciences-Basel 2023
Reviewed Papers for Journals
Impact Factor: 2.838
Sensors 2023
Reviewed Papers for Journals
Impact Factor: 3.847
IEEE Transactions on Circuits and Systems for Video Technology 2023
Reviewed Papers for Journals
Impact Factor: 5.859
Applied Sciences 2023
Reviewed Papers for Journals
Impact Factor: 2.838
IEEE Transactions on Circuits and Systems for Video Technology 2023
Reviewed Papers for Journals
Impact Factor: 5.859
N/A 2022
Reviewed Papers for Journals
Impact Factor: N/A
2022
Reviewed Papers for Journals
Impact Factor: -
2022
Reviewed Papers for Journals
Impact Factor: -
2022
Reviewed Papers for Journals
Impact Factor: -
IEEE Transactions on Circuits and Systems for Video Technology 2022
Reviewed Papers for Journals
Impact Factor: 5.859
Journal of Electronic Imageing 2022
Reviewed Papers for Journals
Impact Factor: 1.085
2022
Reviewed Papers for Journals
Impact Factor: N/A
2022
Reviewed Papers for Journals
Impact Factor: N/A
2022
Reviewed Papers for Journals
Impact Factor: N/A
2022
Reviewed Papers for Journals
Impact Factor: N/A
2022
Reviewed Papers for Journals
Impact Factor: 1.084
2022
Reviewed Papers for Journals
Impact Factor: 0.945
2021
Reviewed Papers for Journals
Impact Factor: 1.789
1
Copyrights
0
Patents
9
Industrial Designs
0
Trademarks
GUI of the Digital Otoscope 2023
MU
Muhammad Adil Khan ( College of Electrical and Mechanical Engineering )
HA
Hassan Akbar ( College of Electrical and Mechanical Engineering )
Status: Filed Approval Date: 03-Apr-2023
Printed Circuit Board of Multi Degree of Freedom Prosthesis 2024
OS
Osama Imran ( CEME NCRA )
SY
Syed Muhammad Faqeeh Shah ( CEME NCRA )
Status: Filed Approval Date: 05-Aug-2024
Multi-DOF upper limb prosthetic 2024
SY
Syed Muhammad Faqeeh Shah ( CEME NCRA )
SI
Siddique Farooq ( CEME NCRA )
MU
Muhammad Ibtehaj Ahmad ( CEME NCRA )
OS
Osama Imran ( CEME NCRA )
Status: Filed Approval Date: 02-Aug-2024
Commercial Surveillance UGV 2024
HA
Hassan Ahmed Saifi ( CoEME )
IB
Ibrahim Nouman ( CoEME )
SY
SYED KOMAIL HAIDER ( CoEME )
AL
ALIZA NAEEM ( CoEME )
Status: Filed Approval Date: 21-Mar-2024
Multi-Camera Digital Hand-Held Otoscope 2023
FA
Fahad Ul Hassan Asif Mattoo ( CEME )
MU
Muhammad Adil Khan ( CEME )
Status: Filed Approval Date: 25-Aug-2023
Smart Glasses for Visually Challenged Individuals 2023
HA
Hassan Akbar ( College of Electrical and Mechanical Engineering )
HA
Hassan Ullah ( College of Electrical and Mechanical Engineering )
MU
Muhammad Adil Khan ( College of Electrical and Mechanical Engineering )
Status: Filed Approval Date: 27-Jun-2023
Smart Cane Device for Visually Impaired People 2023
MU
Muhammad Adil Khan ( College of Electrical and Mechanical Engineering )
HA
Hassan Ullah ( College of Electrical and Mechanical Engineering )
Status: Filed Approval Date: 06-Apr-2023
Hand Held Digital Otoscope (Class-03) 2023
MU
Muhammad Adil Khan ( College of Electrical and Mechanical Engineering )
Status: Licensed Filed Approval Date: 07-Mar-2023
Hand Held Digital Otoscope 2023
MU
Muhammad Adil Khan ( College of Electrical and Mechanical Engineering )
Status: Filed Approval Date: 07-Mar-2023
Steering Wheel with Biomedical Sensors 2023
MU
Muhammad Adil Khan ( College of Electrical and Mechanical Engineering )
Status: Filed Approval Date: 02-Mar-2023
No training records found for this faculty member
0
Total Supervisions
0
PhD Supervisions
0
MS Supervisions
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