Publications

• 2024

• IGAF: Incremental Guided Attention Fusion for Depth Super-Resolution

  https://doi.org/10.3390/s25010024

  Athanasios Tragakis, Chaitanya Kaul, Kevin J. Mitchell, Hang Dai, Roderick Murray-Smith, Daniele Faccio
• Artificial intelligence enabled smart mask for speech recognition for future hearing devices

  https://doi.org/10.1038/s41598-024-81904-y

  Hira Hameed, Lubna Lubna, Muhammad Usman, Jalil ur Rehman Kazim, Khaled Assaleh, Amir Hussain, Muhammad Imran, Qammer H. Abbasi
• RF sensing enabled tracking of human facial expressions using machine learning algorithms

  https://doi.org/10.1038/s41598-024-75909-w

  Hira Hameed, Mostafa Elsayed, Jaspreet Kaur, Muhammad Usman, Chong Tang, Nour Ghadban, Julien Le Kernec, Amir Hussain, Muhammad Imran, Qammer H. Abbasi
• Contactless Heart Sound detection using Advanced Signal Processing Exploiting Radar Signals

  https://www.doi.org/10.1109/JBHI.2024.3490992

  Muhammad Farooq, Syed Aziz Shah, Dingchang Zheng, Ahmad Taha, Muhammad Imran, Qammer H. Abbasi
• The future of quantum technologies for brain imaging

  https://doi.org/10.1371/journal.pbio.3002824

  Daniele Faccio
• Changepoint detection on daily home activity pattern: a sliced Poisson process method

  https://doi.org/10.1093/biomtc/ujae114

  Israel Martínez-Hernández, Rebecca Killick
• A novel multifunctional chiral metasurface with asymmetric transmission

  https://doi.org/10.1038/s41598-024-76001-z

  Muhammad Noman, Hattan Abutarboush, Farooq A. Tahir, Adnan Zahid, Muhammad Imran, Qammer H. Abbasi
• Remote Optical Sensing of Heart Sounds for Biometric Identification Using Information Fusion

  https://doi.org/10.1109/TIM.2024.3457967

  Haobo Li, Marija Vaskeviciute, Ilya Starshynov, Daniele Faccio
• Transparent RFID tag wall enabled by artificial intelligence for assisted living

  https://doi.org/10.1038/s41598-024-64411-y

  Muhammad Zakir Khan, Muhammad Usman, Ahsen Tahir, Muhammad Farooq, Adnan Qayyum, Jawad Ahmad, Hasan Abbas, Muhammad Imran, Qammer H. Abbasi
• AI-Enabled Sensor Fusion of Time-of-Flight Imaging and mmWave for Concealed Metal Detection

  https://doi.org/10.1038/s41598-024-64411-y

  Chaitanya Kaul, Kevin J. Mitchell, Khaled Kassem, Athanasios Tragakis, Valentin Kapitany, Ilya Starshynov, Federica Villa, Roderick Murray-Smith, Daniele Faccio
• Detection of spatiotemporal changepoints: a generalised additive model approach

  https://doi.org/10.1007/s11222-024-10478-6

  Michael J. Hollaway, Rebecca Killick
• Human-centred physical neuromorphics with visual brain-computer interfaces

  https://doi.org/10.1038/s41467-024-50775-2

  Gao Wang, Giulia Marcucci, Benjamin Peters, Maria Chiara Braidotti, Lars Muckli, Daniele Faccio
• Tag-free indoor fall detection using transformer network encoder and data fusion

  https://doi.org/10.1038/s41598-024-67439-2

  Muhammad Zakir Khan, Muhammad Usman, Jawad Ahmad, Muhammad Mahboob Ur Rahman, Hasan Abbas, Muhammad Ali Imran, Qammer H. Abbasi
• Hybrid Sensing for Fatigue Detection Using Wearables and RF

  https://www.doi.org/10.1109/JSEN.2024.3404637

  William Taylor, Derek Hill, Rosalind Adam, Jonathan Cooper, Qammer H. Abbasi, Muhammad Ali Imran
• Coded environments: data-driven indoor localisation with reconfigurable intelligent surfaces

  https://doi.org/10.1038/s44172-024-00209-0

  Syed Tariq Shah, Mahmoud A. Shawky, Jalil ur Rehman Kazim, Ahmad Taha, Shuja Ansari, Syed Faraz Hasan, Muhammad Imran, Qammer H. Abbasi

• 2023

• Wi-Fi and Radar Fusion for Head Movement Sensing Through Walls Leveraging Deep Learning

  https://doi.org/10.1109/JSEN.2023.3337515

  Hira Hameed, Ahsen Tahir, Muhammad Usman, Jiang Zhu, Lubna Lubna, Hasan Abbas, Naeem Ramazan, Tie Jun Cui, Muhammad Imran, Qammer H. Abbasi
• A comprehensive multimodal dataset for contactless lip reading and acoustic analysis

  https://doi.org/10.1038/s41597-023-02793-w

  Yao Ge, Chong Tang, Haobo Li, Zikang Chen, Jingyan Wang, Wenda Li, Jonathan Cooper, Kevin Chetty, Daniele Faccio, Muhammad Ali Imran, Qammer H. Abbasi
• A holistic human activity recognition optimisation using AI techniques

  https://doi.org/10.1049/rsn2.12474

  Zhenghui Li, Yushi Liu, Bo Liu, Julien Le Kernec, Shufan Yang
• LoGait: LoRa Sensing System of Human Gait Recognition Using Dynamic Time Warping

  https://doi.org/10.1109/JSEN.2023.3297438

  Yao Ge, Wenda Li, Muhammad Farooq, Adnan Qayyum, Jingyan Wang, Zikang Chen, Jonathan Cooper, Muhammad Ali Imran, Qammer H. Abbasi
• In-Home Monitoring Using Wireless on the Walls for Future HealthCare: Real-World Demonstration

  https://doi.org/10.1002/aisy.202300007

  Jalil ur Rehman Kazim, Ahsen Tahir, James Rains, Tie Jun Cui, Abdul Jabbar, Muhammad Ali Jamshed, Masood Ur-Rehman, Akram Alomainy, Muhammad Ali Imran, Qammer H. Abbasi
• Identifying irregular activity sequences: an application to passive household monitoring

  https://doi.org/10.1093/jrsssc/qlad005

  Jess Gillam, Rebecca Killick, Simon Taylor, Jack Heal, Ben Norwood
• Radar-Based Human Activity Recognition with Adaptive Thresholding Towards Resource Constrained Platforms

  https://doi.org/10.1038/s41598-023-30631-x

  Zhenghui Li, Julien Le Kernec, Qammer H. Abbasi, Francesco Fioranelli, Shufan Yang, Olivier Romain
• Enhancing System Performance through Objective Feature Scoring of Multiple Persons’ Breathing Using Non-Contact RF Approach

  https://doi.org/10.3390/s23031251

  Mubashir Rehman, Raza Ali Shah, Najah Abed Abu Ali, Muhammad Bilal Khan, Syed Aziz Shah, Akram Alomainy, Mohammad Hayajneh, Xiaodong Yang, Muhammad Ali Imran, Qammer H. Abbasi
• An Intelligent Implementation of Multi-Sensing Data Fusion With Neuromorphic Computing for Human Activity Recognition

  https://doi.org/10.1109/JIOT.2022.3204581

  Zheqi Yu, Adnan Zahid, Ahmad Taha, William Taylor, Julien Le Kernec, Hadi Heidari, Muhammad Ali Imran, Qammer H. Abbasi

• 2022

• Evaluation of Deep Learning Models in Contactless Human Motion Detection System for Next Generation Healthcare

  https://doi.org/10.1038/s41598-022-25403-y

  Yukai Song, William Taylor, Yao Ge, Muhammad Usman, Muhammad Ali Imran, Qammer H. Abbasi
• Recognizing British Sign Language Using Deep Learning: A Contactless and Privacy-Preserving Approach

  https://doi.org/10.1109/TCSS.2022.3210288

  Hira Hameed, Muhammad Usman, Ahsen Tahir, Kashif Ahmad, Amir Hussain, Muhammad Ali Imran, Qammer H. Abbasi
• Radio Frequency Sensing and its Innovative Applications in Diverse Sectors: A Comprehensive Study

  https://doi.org/10.3389/frcmn.2022.1010228

  Lubna Lubna, Hira Hameed, Shuja Ansari, Adnan Zahid, Abubakar Sharif, Hasan Tahir Abbas, Fehaid Alqahtani, Naveed Mufti, Sadiq Ullah, Muhammad Ali Imran, Qammer H. Abbasi
• An Implementation of Real-Time Activity Sensing Using Wi-Fi: Identifying Optimal Machine-Learning Techniques for Performance Evaluation

  https://doi.org/10.1109/JSEN.2022.3201973

  William Taylor, Muhammad Zakir Khan, Ahsen Tahir, Ahmad Taha, Qammer H. Abbasi, Muhammad Ali Imran
• Pushing the Limits of Remote RF Sensing by Reading Lips Under the Face Mask

  https://doi.org/10.1038/s41467-022-32231-1

  Hira Hameed, Muhammad Usman, Ahsen Tahir, Amir Hussain, Hasan Abbas, Tie Jun Cui, Muhammad Ali Imran, Qammer H. Abbasi
• Modeling and Forecasting of at Home Activity in Older Adults Using Passive Sensor Technology

  https://doi.org/10.1002/sim.9529

  Jess Gillam, Rebecca Killick, Jack Heal, Ben Norwood
• Intelligent Wireless Walls for Contactless In-Home Monitoring

  https://doi.org/10.1038/s41377-022-00906-5

  Muhammad Usman, James Rains, Tie Jun Cui, Muhammad Zakir Khan, Jalil ur Rehman Kazim, Muhammad Ali Imran, Qammer H. Abbasi
• Remote Laser-Speckle Sensing of Heart Sounds for Health Assessment and Biometric Identification

  https://doi.org/10.1364/BOE.451416

  Lucrezia Cester, Ilya Starshynov, Yola Jones, Pierpaolo Pellicori, John G. F. Cleland, Daniele Faccio
• A comparison of single and multiple changepoint techniques for time series data

  https://doi.org/10.1016/j.csda.2022.107433

  Xuesheng Shi, Colin Gallagher, Robert Lund, Rebecca Killick
• Non-Invasive Localization Using Software-Defined Radios

  https://doi.org/10.1109/JSEN.2022.3160796

  Muhammad Zakir Khan, Ahmad Taha, William Taylor, Muhammad Ali Imran, Qammer H. Abbasi
• Contactless WiFi Sensing and Monitoring for Future Healthcare - Emerging Trends, Challenges and Opportunities

  https://doi.org/10.1109/RBME.2022.3156810

  Yao Ge, Ahmad Taha, Syed Aziz Shah, Kia Dashtipour, Shuyuan Zhu, Jonathan Cooper, Qammer H. Abbasi, Muhammad Imran

• 2021

• 5G-Enabled Contactless Multi-User Presence and Activity Detection for Independent Assisted Living

  https://doi.org/10.1038/s41598-021-96689-7

  Aboajeila Milad Ashleibta, Ahmad Taha, Muhammad Aurangzeb Khan, William Taylor, Ahsen Tahir, Ahmed Zoha, Qammer H. Abbasi, Muhammad Ali Imran
• Radar Sensing for Activity Classification in Elderly People Exploiting Micro-Doppler Signatures Using Machine Learning

  https://doi.org/10.3390/s21113855

  William Taylor, Kia Dashtipour, Syed Aziz Shah, Amir Hussain, Qammer H. Abbasi, Muhammad Imran
• RF Sensing Based Breathing Patterns Detection Leveraging USRP Devices

  https://doi.org/10.3390/s21113855

  Mubashir Rehman, Raza Ali Shah, Muhammad Bilal Khan, Najah Abed AbuAli, Syed Aziz Shah, Xiaodong Yang, Akram Alomainy, Muhmmad Ali Imran, Qammer H. Abbasi