School of Mechanical & Manufacturing Engineering
Faculty Muhammad Jawad Khan

Muhammad Jawad Khan

Associate Professor
  • School of Mechanical & Manufacturing Engineering
  • 0518866058
Summary

Academic Background
PhD (ML in Human Machine Interfacing) Pusan National University March 04, 2013 - February 23, 2018
Honours and Awards
Best Researcher Award Got second best researcher award in CACS conference November 11, 2016
Best researcher award Best research award for paper titled “ Improving classification accuracy of covert yes/no response decoding using support vector machines: an fNIRS study,” in iCREATE 2014 October 07, 2020
Best Researcher Award Got best researcher award second time consecutive in CACS conference. November 15, 2017
Publications
3-Dimensional Convolutional Neural Network for Detection of an 1 Anterior Cruciate Ligament Injury in Knee Magnetic Resonance 2 Imaging Scans July 03, 2026 Complexity - Accepted
Optimizing the Impact of Time Domain Segmentation Techniques on Upper Limb EMG Decoding Using Multimodal Features July 03, 2026 PLoS One - Accepted
ViT-Stain: Vision transformer-driven virtual staining for skin histopathology via global contextual learning February 02, 2026 Plos one - Volume:21(2), Article Number: e0341311, Pages:30
Enhanced spectro-temporal feature extraction for prosthetic control using variational mode decomposition December 23, 2025 Scientific Reports - Volume:15, Article Number: 44386, Pages:16
VISGAB: Virtual staining-driven GAN benchmarking for optimizing skin tissue histology November 27, 2025 Scientific Reports - Volume:15, Issue:1, Article Number: 42430
Evaluating the Effectiveness of Immersive Virtual Reality Rehabilitation Games With Enhanced Visual Training for Hand Motor Function Improvement Using Electromyography: Randomized Controlled Trial November 25, 2025 JMIR Serious Games - Volume 13, Article Number e74314
CRISP: A Correlation-filtered Recursive Feature Elimination 1 & Integration of SMOTE Pipeline for Gait-Based Parkinson’s 2 Disease Screening October 10, 2025 Frontiers in Computational Neuroscience - Volume 19, Article Number1660963
Enhancing ECG disease detection accuracy through deep learning models and P-QRS-T waveform features June 10, 2025 PLoS One - Volume:20, Issue:6, Article Number e0325358
Segmentation of Wheat Rust Disease Using Co-Salient Feature Extraction January 23, 2025 AgriEngineering - Volume 7(2), Article Number 23
Automated karyogram analysis for early detection of genetic and neurodegenerative disorders: a hybrid machine learning approach January 22, 2025 Frontiers in Computational Neuroscience - Volume 18, Article Number 1525895
Memorability-based multimedia analytics for robotic interestingness prediction system using trimmed Q-learning algorithm November 13, 2023 Scientific Reports - Volume 13, Issue 1, Article Number 19799
The NWRD Dataset: An Open-Source Annotated Segmentation Dataset of Diseased Wheat Crop August 04, 2023 Sensors - Volume 23, Issue 15, Article Number 6942
Engagement detection and enhancement for STEM education through computer vision, augmented reality, and haptics August 01, 2023 Image and Vision Computing - Volume 136, Article Number 104720
Road Feature Detection for Advance Driver Assistance System Using Deep Learning May 04, 2023 Sensors - Volume 23(9), Article Number 4466
Stacked Bin Convolutional Neural Networks based Sparse Low-Rank Regressor: Robust, Scalable and Novel Model for Memorability Prediction of Videos April 01, 2023 Multimedia Tools and Applications - Pages 1-19
Antibacterial Activity of Dental Composite with Ciprofloxacin Loaded Silver Nanoparticles October 24, 2022 Molecules - Volume 27(21), Article Number 7182
EEG-fNIRS-based hybrid image construction and classification using CNN-LSTM August 31, 2022 Frontiers in Neurorobotics - Volume 16, Article Number 873239
Impact and performance efficiency analysis of grid-tied solar photovoltaic system based on installation site environmental factors June 08, 2022 Energy and Environment - Pages 1-21
LASSO Homotopy-Based Sparse Representation Classification for fNIRS-BCI March 28, 2022 Sensors - Volume 22(7), Article Number 2575
Analyzing Classification Performance of fNIRS-BCI for Gait Rehabilitation Using Deep Neural Networks March 01, 2022 Sensors - Volume 22(5), Article Number 1932
Hemodynamic Response Detection Using Integrated EEG-fNIRS-VPA for BCI January 01, 2022 CMC-Computers, Materials & Continua - Volume 70, No.1, Pages 535-555
Convolutional neural networks ensemble model for neonatal seizure detection July 01, 2021 Journal of Neuroscience Methods - Volume 358, Article Number 109197
Integrated CWT-CNN for Epilepsy Detection Using Multiclass EEG Dataset June 04, 2021 CMC-Computers, Materials & Continua - Volume 69, No.1, Pages 471-486
Enhanced Accuracy for Motor Imagery Detection Using Deep Learning for BCI May 06, 2021 Computers, Materials and Continua - Volume 68, No.3, Pages 3825-3840
Vector Phase Analysis Approach for Sleep Stage Classification: A Functional Near-Infrared Spectroscopy-Based Passive Brain–Computer Interface April 30, 2021 Frontiers in Human Neuroscience - Volume 15, Article Number 658444
Motor Training Using Mental Workload (MWL) With an Assistive Soft Exoskeleton System: A Functional Near-Infrared Spectroscopy (fNIRS) Study for Brain–Machine Interface (BMI) March 18, 2021 Frontiers in Neurorobotics - Volume 15, Article Number 605751
An Intelligent Hybrid Scheme for Identification of Faults in Industrial Ball Screw Linear Motion Systems March 05, 2021 IEEE Access - Volume 9, Pages 35136-35150
Enhancing Classification Performance of fNIRS-BCI by Identifying Cortically Active Channels Using the z-Score Method December 07, 2020 Sensors - Volume 20(23), Article Number 6995
Proximal Actuation of an Elastically Loaded Scissors Mechanism for the Leg Design of a Quadruped Robot November 30, 2020 IEEE Access - Volume 8, Pages 208240-208252
Prediction of Drag Force on Vehicles in a Platoon Configuration Using Machine Learning November 17, 2020 IEEE Access - Volume 8, Pages 201823-201834
Adaptive Control of Fuel Cell and Supercapacitor Based Hybrid Electric Vehicles October 26, 2020 Energies - Volume 13(21), Article Number 5587
Enhancing classification accuracy of fNIRS-BCI using features acquired from vector-based phase analysis October 12, 2020 Journal of Neural Engineering - Volume 17, Article Number 056025
A Preliminary Study on Effectiveness of a Standardized Multi-Robot Therapy for Improvement in Collaborative Multi-Human Interaction of Children With ASD June 24, 2020 IEEE Access - Volume 8, Pages 109466-109474
Enhanced Accuracy for Multiclass Mental Workload Detection Using Long Short-Term Memory for Brain-Computer Interface June 23, 2020 Frontiers in Neuroscience - Volume 14, Article Number: 584
Cortical Tasks-Based Optimal Filter Selection: An fNIRS Study May 22, 2020 Journal of Healthcare Engineering - Volume 2020, Article ID 9152369, 15 pages
Brain-machine interfaces using functional near-infrared spectroscopy: a review May 01, 2020 Artificial Life and Robotics - Volume 25, Issue 2, Pages 204-218
Comparing the Effectiveness of Different Reinforcement Stimuli in a Robotic Therapy for Children With ASD January 22, 2020 IEEE Access - Volume 8, Pages 13128-13137
A Novel Roll and Pitch Estimation Approach for a Ground Vehicle Stability Improvement Using a Low Cost IMU January 07, 2020 Sensors - Volume 20, Issue 2, Article Number 340
Enhanced Drowsiness Detection Using Deep Learning: An fNIRS Study October 03, 2019 IEEE Access - Volume 7, Pages 137920-137929
Assessment and Classification of Mental Workload in the Prefrontal Cortex (PFC) using Fixed-Value Modified Beer-Lambert Law October 01, 2019 IEEE Access - Volume 7, Pages 143250-143262
Enhanced Performance for Multi-Forearm Movement Decoding Using Hybrid IMU–sEMG Interface July 03, 2019 Frontiers in Neurorobotics - Volume 13, Article Number 43
Multi-Forearm Movement Detection Using Sensor Fusion Techniques for Rehabilitation July 03, 2019 Frontiers in Neurorobotics - Volume 13, Article Number 43
An Adaptive Multi-Robot Therapy for Improving Joint Attention and Imitation of ASD Children June 19, 2019 IEEE access - Volume 7
Early Detection of Hemodynamic Responses Using EEG: A Hybrid EEG-fNIRS Study November 29, 2018 Frontiers in Human Neuroscience - Volume: 12, Article Number: 479
Use of Latest Robots for Autism Spectrum Disorder October 03, 2018 Advances in Robotics & Mechanical Engineering - Volume 1, Issue 2, Pages 30-31
Feature Extraction and Classification Methods for Hybrid fNIRS-EEG Brain-Computer Interfaces June 28, 2018 Frontiers in Human Neuroscience - NULL
Hybrid Brain-Computer interface Techniques for improved Classification Accuracy and increased Number of Commands: A Review June 24, 2017 Frontiers in Neurorobotics - Volume 11, Article Number 35
Hybrid EEG-fNIRS-Based Eight-Command Decoding for BCI: Application to Quadcopter Control February 17, 2017 Frontiers in Neurorobotics - Volume 11, Article Number 6
Passive BCI based on drowsiness detection: an fNIRS study October 01, 2015 Biomedical Optics Express - Volume 6, Issue 10, Pages 4063-4078
Decoding of four movement directions using hybrid NIRS-EEG brain-computer interface April 28, 2014 Frontiers in Human Neuroscience - Volume 8, Article Number 244
Conferences
An Explainable AI Framework for Chromosomal Anomaly Detection in Karyograms Using Grad-CAM and Advanced Neural Networks December 02, 2024 - December 03, 2024 Dr. JAVAID IQBAL, Muhammad Asim Waris, M. Adeel Ijaz, Sumaira Tabassum, Muhammad Jawad Khan, 3rd International Conference on Computational Intelligent Systems 2024 (ICCIS 2024)
Wheat Rust Disease Segmentation from Ground Imagery November 27, 2024 - November 29, 2024 Hirra Anwar, Muhammad Jawad Khan, Faisal Shafait, Ajmal Mian, 2024 International Conference on Digital Image Computing: Techniques and Applications (DICTA)
Solar Panels Efficiency Improvement Through Orientation Monitoring by Non Contact Method using TMR Sensor February 22, 2023 - February 23, 2023 Saeed Iqbal, Sehrish Shahnawaz, Uzair Khaleeq uz Zaman, Yasmeen Mohsen Mohamed Ali Elsabagh, Yasar Ayaz, Muhammad Jawad Khan, 2023 3rd International Conference on Artificial Intelligence (ICAI)
Transition Metal Doped Zinc Oxide Nanoparticles Ameliorates Antibacterial Potential of Dental Resin Composite in a Closed System In-vitro Biofilm Model November 17, 2022 - November 18, 2022 Tehreem Tanveer, Nosheen Fatima Rana, Muhammad Jawad Khan, Iqra Saleem, Shabia Azhar, Iqra Shafique, Farid Meena, 2022 10th E-Health and Bioengineering Conference, EHB 2022
Predicting Episodic Video Memorability using Deep Features Fusion Strategy May 25, 2022 - May 27, 2022 Hasnain Ali, Syed Omer Gilani, Muhammad Jawad Khan, Muhammad Asim Waris, Moazzam Khan Khattak, Mohsin Jamil, 2022 IEEE/ACIS 20th International Conference on Software Engineering Research, Management and Applications (SERA)
Towards Efficient Aerial Object Detection: Techniques, Datasets and Challenges September 21, 2021 - September 22, 2021 Hirra Anwar, Kashif Javed, Saddaf Rubab, Muhammad Jawad Khan, 2021 International Conference on Communication Technologies (ComTech)
An Efficient Interactive Multilayered Approach for Segmentation of Complex Images September 21, 2021 - September 22, 2021 Juwairiyah Naeem, Kashif Javed, Saddaf Rubab, Muhammad Jawad Khan, 2021 International Conference on Communication Technologies (ComTech)
EEG Spectral Comparison Between Occipital and Prefrontal Cortices for Early Detection of Driver Drowsiness April 28, 2021 - April 30, 2021 Saad Arif, Saba Munawar, Yasar Ayaz, Muhammad Jawad Khan, Noman Naseer, Mahad Arif, 2021 International Conference on Artificial Intelligence and Mechatronics Systems (AIMS)
Hybrid EEG-fNIRS based quadcopter control using active prefrontal commands November 15, 2020 - November 15, 2017 Muhammad Jawad Khan , Amad Zafar , Keum-Shik Hong, Proceedings of the International Automatic Control Conference (CACS 2017)
Comparing Effect of Active vs. Passive Robotic Interaction on Joint Attention of Children with ASD July 16, 2020 - July 20, 2020 Sara Ali, Yasar Ayaz, Muhammad Jawad Khan, Faisal Mehmood, Umer Asgher, International Conference on Applied Human Factors and Ergonomics
Effect of Paired Stimuli on Joint Attention of Children with ASD July 16, 2020 - July 20, 2020 Sara Ali, Yasar Ayaz, Muhammad Jawad Khan, Faisal Mehmood, Umer Asgher, International Conference on Applied Human Factors and Ergonomics
Investigation of EEG Correlate in NIRS Signal for BCI July 16, 2020 - July 20, 2020 Ahmed Husnain Johar, Talha Yousaf, Umer Asgher, Yasar Ayaz, Salman Nazir, Muhammad Jawad Khan, Lala Mustafa, Khurram Khalil, International Conference on Applied Human Factors and Ergonomics (AHFE 2020)
Classification of Mental Workload (MWL) using Support Vector Machines (SVM) and Convolutional Neural Networks (CNN) January 29, 2020 - January 30, 2020 Umer Asgher, Khurram Khalil, Yasar Ayaz, Riaz Ahmad, Muhammad Jawad Khan, IEEE International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)
Bivariate Short-term Electric Power Forecasting using LSTM Network October 21, 2019 - October 22, 2019 Asim Zaheer Ud Din, Yasar Ayaz, Momena Hasan, Muhammad Jawad Khan, Muhammad Salman, IEEE International Conference on Robotics and Automation in Industry (ICRAI)
Effect of Different Visual Stimuli on Joint attention of ASD Children Using NAO Robot July 24, 2019 - July 28, 2019 Sara Ali, Yasar Ayaz, Muhammad Jawad Khan, Faisal Mehmood, Umer Asgher, International Conference on Applied Human Factors and Ergonomics
Hand Gesture Based Control of NAO Robot Using Myo Armband July 24, 2019 - July 28, 2019 Sara Ali, Yasar Ayaz, Muhammad Jawad Khan, Mohammad Samad, Faisal Mehmood, Wajahat Mehmood Qazi, Umer Asgher, International Conference on Applied Human Factors and Ergonomics
Therapy for Autsim Using Robots as Virtual Agents November 09, 2018 - November 11, 2018 Sara Ali, Yasar Ayaz, Muhammad Jawad Khan, Faisal Mehmood, International Conference on Virtual Reality Technology
Enhanced classification accuracy using deep learning for mental math: an fNIRS study October 05, 2018 - October 08, 2018 Sara Ali, M. Jawad Khan, Yasar Ayaz, Faisal Mehmood, Noman Naseer, Umer Asgher, Muhammad Jahangeer Qureshi, The Society for Functional Near-Infrared Spectroscopy FNIRS 2018
Cognitive assessment for autistic children using robotic therapy: an fNIRS study October 05, 2018 - October 08, 2018 Sara Ali, Faisal Mehmood, Yasar Ayaz, Noman Naseer, Umer Asgher, Muhammad Jahangeer Qureshi, M. Jawad Khan, The Society for Functional Near-Infrared Spectroscopy FNIRS 2018
Drone control using functional near-infrared spectroscopy July 18, 2018 - July 21, 2018 Amad Zafar, Usman Ghafoor, M Jawad Khan, Keum-Shik Hong, 15th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2018)
Initial-dip Based Quadcopter Control: Application to fNIRS-BCI July 09, 2018 - July 11, 2018 Amad Zafar, Muhammad Jawad Khan, Jongseo Park, Keum-ShikHong, 18th IFAC Symposium on System Identification SYSID 2018
Classification of prefrontal and motor cortex initial dips for fNIRS-based-BCI November 12, 2017 - November 15, 2017 Amad Zafar , Muhammad Jawad Khan , Keum-Shik Hong, Proceedings of the International Automatic Control Conference (CACS 2017),
Initial-dip based identification of the brain area for right-hand finger movement October 18, 2017 - October 21, 2017 Amad Zafar , Muhammad Jawad Khan , Keum-Shik Hong, 17th International Conference on Control, Automation and Systems (ICCAS 2017)