Muhammad Ali Farooq

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 37

Top Topics

Cancer Classification

Thermal Imaging

Top Venues

Publications

Muhammad Ali Farooq, Syed Muhammad Fasih Ul Hassan, Muhammad Umer Farooq, Abid Rafique
High Throughput Neural Network for Network Intrusion Detection on FPGAs: An Algorithm-Architecture Interaction. ICISSP (2024)
Julio Zanon Diaz, Muhammad Ali Farooq, Peter Corcoran
Automatic Inspection of Seal Integrity in Sterile Barrier Packaging: A Deep Learning Approach. IEEE Access 12 (2024)
Wang Yao, Muhammad Ali Farooq, Joseph Lemley, Peter Corcoran
Synthetic Face Ageing: Evaluation, Analysis and Facilitation of Age-Robust Facial Recognition Algorithms. CoRR (2024)
Ayman Abaid, Muhammad Ali Farooq, Niamh Hynes, Peter Corcoran, Ihsan Ullah
Synthesizing CTA Image Data for Type-B Aortic Dissection using Stable Diffusion Models. CoRR (2024)
Muhammad Ali Farooq, Wang Yao, Michael Schukat, Mark A Little, Peter Corcoran
Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN. CoRR (2024)
Muhammad Ali Farooq, Wang Yao, Peter Corcoran
ChildDiffusion: Unlocking the Potential of Generative AI and Controllable Augmentations for Child Facial Data using Stable Diffusion and Large Language Models. CoRR (2024)
Muhammad Ali Farooq, Waseem Shariff, Faisal Khan, Peter Corcoran
Development, Optimization, and Deployment of Thermal Forward Vision Systems for Advance Vehicular Applications on Edge Devices. CoRR (2023)
Muhammad Ali Farooq, Waseem Shariff, David O'Callaghan, Arcangelo Merla, Peter Corcoran
On the Role of Thermal Imaging in Automotive Applications: A Critical Review. IEEE Access 11 (2023)
Wang Yao, Muhammad Ali Farooq, Joseph Lemley, Peter Corcoran
A Comparative Study of Image-to-Image Translation Using GANs for Synthetic Child Race Data. CoRR (2023)
Muhammad Ali Farooq, Wang Yao, Gabriel Costache, Peter Corcoran
ChildGAN: Large Scale Synthetic Child Facial Data Using Domain Adaptation in StyleGAN. IEEE Access 11 (2023)
Faisal Khan, Waseem Shariff, Muhammad Ali Farooq, Shubhajit Basak, Peter Corcoran
A Robust Light-Weight Fused-Feature Encoder-Decoder Model for Monocular Facial Depth Estimation From Single Images Trained on Synthetic Data. IEEE Access 11 (2023)
Muhammad Ali Farooq, Wang Yao, Gabriel Nicolae Costache, Peter Corcoran
ChildGAN: Large Scale Synthetic Child Facial Data Using Domain Adaptation in StyleGAN. CoRR (2023)
Wang Yao, Muhammad Ali Farooq, Joseph Lemley, Peter Corcoran
Will your Doorbell Camera still recognize you as you grow old. CoRR (2023)
Muhammad Ali Farooq, Waseem Shariff, Peter Corcoran
Evaluation of Thermal Imaging on Embedded GPU Platforms for Application in Vehicular Assistance Systems. IEEE Trans. Intell. Veh. 8 (2) (2023)
Wang Yao, Muhammad Ali Farooq, Joseph Lemley, Peter Corcoran
A Study on the Effect of Ageing in Facial Authentication and the Utility of Data Augmentation to Reduce Performance Bias Across Age Groups. IEEE Access 11 (2023)
Muhammad Ali Farooq, Dan Bigioi, Rishabh Jain, Wang Yao, Mariam Yahayah Yiwere, Peter Corcoran
Synthetic Speaking Children - Why We Need Them and How to Make Them. SpeD (2023)
Muhammad Ali Farooq, Waseem Shariff, Mehdi Sefidgar Dilmaghani, Wang Yao, Moazam Soomro, Peter Corcoran
Decisive Data using Multi-Modality Optical Sensors for Advanced Vehicular Systems. CoRR (2023)
Muhammad Ali Farooq, Dan Bigioi, Rishabh Jain, Wang Yao, Mariam Yahayah Yiwere, Peter Corcoran
Synthetic Speaking Children - Why We Need Them and How to Make Them. CoRR (2023)
Faisal Khan, Muhammad Ali Farooq, Waseem Shariff, Shubhajit Basak, Peter Corcoran
Towards Monocular Neural Facial Depth Estimation: Past, Present, and Future. IEEE Access 10 (2022)
Muhammad Ali Farooq, Waseem Shariff, Peter Corcoran
Evaluation of Thermal Imaging on Embedded GPU Platforms for Application in Vehicular Assistance Systems. CoRR (2022)
Waseem Shariff, Muhammad Ali Farooq, Joe Lemley, Peter M. Corcoran
Event-based YOLO Object Detection: Proof of Concept for Forward Perception System. CoRR (2022)
David O'Callaghan, Cian Ryan, Waseem Shariff, Muhammad Ali Farooq, Joseph Lemley, Peter Corcoran
Recurrent Super-Resolution Method for Enhancing Low Quality Thermal Facial Data. CoRR (2022)
Muhammad Ali Farooq, Peter Corcoran, Cosmin Rotariu, Waseem Shariff
Object Detection in Thermal Spectrum for Advanced Driver-Assistance Systems (ADAS). IEEE Access 9 (2021)
Muhammad Ali Farooq, Peter Corcoran
Proof-of-Concept Techniques for Generating Synthetic Thermal Facial Data for Training of Deep Learning Models. ICCE (2021)
Muhammad Ali Farooq, Ammar Ali Khan, Ansar Ahmad, Rana Hammad Raza
Effectiveness of State-of-the-Art Super Resolution Algorithms in Surveillance Environment. CoRR (2021)
Muhammad Ali Farooq, Peter Corcoran, Cosmin Rotariu
Object Detection in Thermal Spectrum for Advanced Driver-Assistance Systems (ADAS). CoRR (2021)
Moazam Soomro, Muhammad Ali Farooq, Rana Hammad Raza
Performance Evaluation of Advanced Deep Learning Architectures for Offline Handwritten Character Recognition. CoRR (2020)
Muhammad Ali Farooq, Asma Khatoon, Viktor Varkarakis, Peter Corcoran
Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages. CoRR (2020)
Muhammad Ali Farooq, Hossein Javidnia, Peter Corcoran
Performance estimation of the state-of-the-art convolution neural networks for thermal images-based gender classification system. J. Electronic Imaging 29 (6) (2020)
Muhammad Ali Farooq, Muhammad Aatif Mobeen Azhar, Rana Hammad Raza
Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers. CoRR (2020)
Muhammad Ali Farooq, Ammar Ali Khan, Ansar Ahmad, Rana Hammad Raza
Effectiveness of State-of-the-Art Super Resolution Algorithms in Surveillance Environment. MIDI (2020)
Muhammad Ali Farooq, Peter Corcoran
Generating Thermal Image Data Samples using 3D Facial Modelling Techniques and Deep Learning Methodologies. QoMEX (2020)
Muhammad Ali Farooq, Peter Corcoran
Generating Thermal Image Data Samples using 3D Facial Modelling Techniques and Deep Learning Methodologies. CoRR (2020)
Muhammad Ali Farooq, Asma Khatoon, Viktor Varkarakis, Peter M. Corcoran
Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages. AICS (2019)
Gulraiz Khan, Muhammad Ali Farooq, Junaid Hussain, Zeeshan Tariq, Muhammad Usman Ghani Khan
Categorization of Crowd Varieties using Deep Concurrent Convolution Neural Network. ICACS (2019)
Moazam Soomro, Muhammad Ali Farooq, Rana Hammad Raza
Performance Evaluation of Advanced Deep Learning Architectures for Offline Handwritten Character Recognition. FIT (2017)
Muhammad Ali Farooq, Muhammad Aatif Mobeen Azhar, Rana Hammad Raza
Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers. BIBE (2016)