Muhammad Ali Farooq

54 papers A* 1A 1B 2C 6Misc 1Journal 35Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DiffusionTBAD: Rendering CTA images for type B aortic dissection diagnosis. Comput. Medical Imaging Graph. Ayman Abaid, Muhammad Ali Farooq, Niamh Hynes, Peter Corcoran, Ihsan Ullah
2026	C	`conf`	From Clean to Corroded: Prompt-Guided Diffusion Inpainting for License Plate Degradation. ICCE Muhammad Ali Farooq, Francisco Afonso Raposo, Bilal Alam Khan, Gabriel Costache, Peter Corcoran
2026	J	`jnl`	OpenFPGA-NoC: Automated Fabric and Bitstream Generation for NoC-based FPGAs. ACM Trans. Reconfigurable Technol. Syst. Ruthwik Reddy Sunketa, Muhammad Ali Farooq, Ganesh Gore, Allen Boston, Pierre-Emmanuel Gaillardon, Aman Arora
2025	J	`jnl`	ChildDiffusion: Unlocking the Potential of Generative AI and Controllable Augmentations for Child Facial Data Using Stable Diffusion and Large Language Models. IEEE Access Muhammad Ali Farooq, Wang Yao, Peter Corcoran
2025	B	`conf`	Enhancing Synthetic Image Realism with Controlled Diffusion Models. IJCNN Iqra Nosheen, Muhammad Ali Farooq, Peter Corcoran, Cathy Ennis, Michael G. Madden
2025	A	`conf`	High Throughput Low Latency Network Intrusion Detection on FPGAs: A Raw Packet Approach. FPGA Muhammad Ali Farooq, Abid Rafique, Suhaib A. Fahmy, Aman Arora
2025	—	`conf`	High Throughput Low Latency Network Intrusion Detection on FPGAs: A Raw Packet Approach. IPDPS (Workshops) Muhammad Ali Farooq, Abid Rafique, Suhaib A. Fahmy, Aman Arora
2025	J	`jnl`	SynAdult: Multimodal Synthetic Adult Dataset Generation via Diffusion Models and Neuromorphic Event Simulation for Critical Biometric Applications. IEEE Access Muhammad Ali Farooq, Paul Kielty, Wang Yao, Peter Corcoran
2025	J	`jnl`	Synthetic Face Ageing: Evaluation, Analysis and Facilitation of Age-Robust Facial Recognition Algorithms. IEEE Trans. Biom. Behav. Identity Sci. Wang Yao, Muhammad Ali Farooq, Joseph Lemley, Peter Corcoran
2025	A*	`conf`	ThermVision: Exploring FLUX for Synthesizing Hyper-Realistic Thermal Face Data and Animations via Image to Video Translation. ACM Multimedia Muhammad Ali Farooq, Waseem Shariff, Peter Corcoran
2024	—	`conf`	A Comparative Study on Diffusion Sampling Methods Across Diverse Medical Imaging Modalities. ACCV Workshops (1) Muhammad Ali Farooq, Ayman Abaid, Ihsan Ullah, Peter Corcoran
2024	J	`jnl`	Automatic Inspection of Seal Integrity in Sterile Barrier Packaging: A Deep Learning Approach. IEEE Access Julio Zanon Diaz, Muhammad Ali Farooq, Peter Corcoran
2024	J	`jnl`	ChildDiffusion: Unlocking the Potential of Generative AI and Controllable Augmentations for Child Facial Data using Stable Diffusion and Large Language Models. CoRR Muhammad Ali Farooq, Wang Yao, Peter Corcoran
2024	—	`conf`	Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN. EMBC Muhammad Ali Farooq, Wang Yao, Michael Schukat, Mark A. Little, Peter Corcoran
2024	J	`jnl`	Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN. CoRR Muhammad Ali Farooq, Wang Yao, Michael Schukat, Mark A. Little, Peter Corcoran
2024	C	`conf`	High Throughput Neural Network for Network Intrusion Detection on FPGAs: An Algorithm-Architecture Interaction. ICISSP Muhammad Ali Farooq, Syed Muhammad Fasih Ul Hassan, Muhammad Umer Farooq, Abid Rafique
2024	J	`jnl`	Optimization of Event Camera Bias Settings for a Neuromorphic Driver Monitoring System. IEEE Access Mehdi Sefidgar Dilmaghani, Waseem Shariff, Muhammad Ali Farooq, Joe Lemley, Peter Corcoran
2024	—	`conf`	Synthesizing CTA Image Data for Type-B Aortic Dissection using Stable Diffusion Models. EMBC Ayman Abaid, Muhammad Ali Farooq, Niamh Hynes, Peter Corcoran, Ihsan Ullah
2024	J	`jnl`	Synthesizing CTA Image Data for Type-B Aortic Dissection using Stable Diffusion Models. CoRR Ayman Abaid, Muhammad Ali Farooq, Niamh Hynes, Peter Corcoran, Ihsan Ullah
2024	J	`jnl`	Synthetic Face Ageing: Evaluation, Analysis and Facilitation of Age-Robust Facial Recognition Algorithms. CoRR Wang Yao, Muhammad Ali Farooq, Joseph Lemley, Peter Corcoran
2024	J	`jnl`	Visual Cardiac Signal Classifiers: A Deep Learning Classification Approach for Heart Signal Estimation From Video. IEEE Access Mohamed Moustafa, Muhammad Ali Farooq, Amr Elrasad, Joseph Lemley, Peter Corcoran
2023	J	`jnl`	A Comparative Study of Image-to-Image Translation Using GANs for Synthetic Child Race Data. CoRR Wang Yao, Muhammad Ali Farooq, Joseph Lemley, Peter Corcoran
2023	J	`jnl`	A Robust Light-Weight Fused-Feature Encoder-Decoder Model for Monocular Facial Depth Estimation From Single Images Trained on Synthetic Data. IEEE Access Faisal Khan, Waseem Shariff, Muhammad Ali Farooq, Shubhajit Basak, Peter Corcoran
2023	J	`jnl`	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 Wang Yao, Muhammad Ali Farooq, Joseph Lemley, Peter Corcoran
2023	J	`jnl`	ChildGAN: Large Scale Synthetic Child Facial Data Using Domain Adaptation in StyleGAN. IEEE Access Muhammad Ali Farooq, Wang Yao, Gabriel Costache, Peter Corcoran
2023	J	`jnl`	ChildGAN: Large Scale Synthetic Child Facial Data Using Domain Adaptation in StyleGAN. CoRR Muhammad Ali Farooq, Wang Yao, Gabriel Nicolae Costache, Peter Corcoran
2023	J	`jnl`	Decisive Data using Multi-Modality Optical Sensors for Advanced Vehicular Systems. CoRR Muhammad Ali Farooq, Waseem Shariff, Mehdi Sefidgar Dilmaghani, Wang Yao, Moazam Soomro, Peter Corcoran
2023	J	`jnl`	Development, Optimization, and Deployment of Thermal Forward Vision Systems for Advance Vehicular Applications on Edge Devices. CoRR Muhammad Ali Farooq, Waseem Shariff, Faisal Khan, Peter Corcoran
2023	J	`jnl`	Evaluation of Thermal Imaging on Embedded GPU Platforms for Application in Vehicular Assistance Systems. IEEE Trans. Intell. Veh. Muhammad Ali Farooq, Waseem Shariff, Peter Corcoran
2023	J	`jnl`	On the Role of Thermal Imaging in Automotive Applications: A Critical Review. IEEE Access Muhammad Ali Farooq, Waseem Shariff, David O'Callaghan, Arcangelo Merla, Peter Corcoran
2023	—	`conf`	Synthetic Speaking Children - Why We Need Them and How to Make Them. SpeD Muhammad Ali Farooq, Dan Bigioi, Rishabh Jain, Wang Yao, Mariam Yahayah Yiwere, Peter Corcoran
2023	J	`jnl`	Synthetic Speaking Children - Why We Need Them and How to Make Them. CoRR Muhammad Ali Farooq, Dan Bigioi, Rishabh Jain, Wang Yao, Mariam Yahayah Yiwere, Peter Corcoran
2023	J	`jnl`	Will your Doorbell Camera still recognize you as you grow old. CoRR Wang Yao, Muhammad Ali Farooq, Joseph Lemley, Peter Corcoran
2022	C	`conf`	Development, optimization, and deployment of thermal forward vision systems for advance vehicular applications on edge devices. ICMV Muhammad Ali Farooq, Waseem Shariff, Faisal Khan, Peter Corcoran
2022	J	`jnl`	Evaluation of Thermal Imaging on Embedded GPU Platforms for Application in Vehicular Assistance Systems. CoRR Muhammad Ali Farooq, Waseem Shariff, Peter Corcoran
2022	J	`jnl`	Event-based YOLO Object Detection: Proof of Concept for Forward Perception System. CoRR Waseem Shariff, Muhammad Ali Farooq, Joe Lemley, Peter M. Corcoran
2022	C	`conf`	Event-based YOLO object detection: proof of concept for forward perception system. ICMV Waseem Shariff, Muhammad Ali Farooq, Joe Lemley, Peter Corcoran
2022	J	`jnl`	Recurrent Super-Resolution Method for Enhancing Low Quality Thermal Facial Data. CoRR David O'Callaghan, Cian Ryan, Waseem Shariff, Muhammad Ali Farooq, Joseph Lemley, Peter Corcoran
2022	J	`jnl`	Towards Monocular Neural Facial Depth Estimation: Past, Present, and Future. IEEE Access Faisal Khan, Muhammad Ali Farooq, Waseem Shariff, Shubhajit Basak, Peter Corcoran
2021	J	`jnl`	Effectiveness of State-of-the-Art Super Resolution Algorithms in Surveillance Environment. CoRR Muhammad Ali Farooq, Ammar Ali Khan, Ansar Ahmad, Rana Hammad Raza
2021	J	`jnl`	Object Detection in Thermal Spectrum for Advanced Driver-Assistance Systems (ADAS). IEEE Access Muhammad Ali Farooq, Peter Corcoran, Cosmin Rotariu, Waseem Shariff
2021	J	`jnl`	Object Detection in Thermal Spectrum for Advanced Driver-Assistance Systems (ADAS). CoRR Muhammad Ali Farooq, Peter Corcoran, Cosmin Rotariu
2021	C	`conf`	Proof-of-Concept Techniques for Generating Synthetic Thermal Facial Data for Training of Deep Learning Models. ICCE Muhammad Ali Farooq, Peter Corcoran
2020	J	`jnl`	Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages. CoRR Muhammad Ali Farooq, Asma Khatoon, Viktor Varkarakis, Peter Corcoran
2020	J	`jnl`	Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers. CoRR Muhammad Ali Farooq, Muhammad Aatif Mobeen Azhar, Rana Hammad Raza
2020	—	`conf`	Effectiveness of State-of-the-Art Super Resolution Algorithms in Surveillance Environment. MIDI Muhammad Ali Farooq, Ammar Ali Khan, Ansar Ahmad, Rana Hammad Raza
2020	B	`conf`	Generating Thermal Image Data Samples using 3D Facial Modelling Techniques and Deep Learning Methodologies. QoMEX Muhammad Ali Farooq, Peter Corcoran
2020	J	`jnl`	Generating Thermal Image Data Samples using 3D Facial Modelling Techniques and Deep Learning Methodologies. CoRR Muhammad Ali Farooq, Peter Corcoran
2020	J	`jnl`	Performance Evaluation of Advanced Deep Learning Architectures for Offline Handwritten Character Recognition. CoRR Moazam Soomro, Muhammad Ali Farooq, Rana Hammad Raza
2020	J	`jnl`	Performance estimation of the state-of-the-art convolution neural networks for thermal images-based gender classification system. J. Electronic Imaging Muhammad Ali Farooq, Hossein Javidnia, Peter Corcoran
2019	—	`conf`	Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages. AICS Muhammad Ali Farooq, Asma Khatoon, Viktor Varkarakis, Peter M. Corcoran
2019	—	`conf`	Categorization of Crowd Varieties using Deep Concurrent Convolution Neural Network. ICACS Gulraiz Khan, Muhammad Ali Farooq, Junaid Hussain, Zeeshan Tariq, Muhammad Usman Ghani Khan
2017	Misc	`conf`	Performance Evaluation of Advanced Deep Learning Architectures for Offline Handwritten Character Recognition. FIT Moazam Soomro, Muhammad Ali Farooq, Rana Hammad Raza
2016	C	`conf`	Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers. BIBE Muhammad Ali Farooq, Muhammad Aatif Mobeen Azhar, Rana Hammad Raza