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Muhammad Ali Farooq
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Journal Articles
- 2024
- [j11]Julio Zanon Diaz
, Muhammad Ali Farooq
Automatic Inspection of Seal Integrity in Sterile Barrier Packaging: A Deep Learning Approach. IEEE Access 12: 22904-22927 (2024) - [j10]Mehdi Sefidgar Dilmaghani
Optimization of Event Camera Bias Settings for a Neuromorphic Driver Monitoring System. IEEE Access 12: 32959-32970 (2024) - [j9]Mohamed Moustafa
Visual Cardiac Signal Classifiers: A Deep Learning Classification Approach for Heart Signal Estimation From Video. IEEE Access 12: 144377-144394 (2024) - 2023
- [j8]Muhammad Ali Farooq
On the Role of Thermal Imaging in Automotive Applications: A Critical Review. IEEE Access 11: 25152-25173 (2023) - [j7]Faisal Khan
A Robust Light-Weight Fused-Feature Encoder-Decoder Model for Monocular Facial Depth Estimation From Single Images Trained on Synthetic Data. IEEE Access 11: 41480-41491 (2023) - [j6]Wang Yao
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: 97118-97134 (2023) - [j5]Muhammad Ali Farooq
ChildGAN: Large Scale Synthetic Child Facial Data Using Domain Adaptation in StyleGAN. IEEE Access 11: 108775-108791 (2023) - [j4]Muhammad Ali Farooq
Evaluation of Thermal Imaging on Embedded GPU Platforms for Application in Vehicular Assistance Systems. IEEE Trans. Intell. Veh. 8(2): 1130-1144 (2023) - 2022
- [j3]Faisal Khan
Towards Monocular Neural Facial Depth Estimation: Past, Present, and Future. IEEE Access 10: 29589-29611 (2022) - 2021
- [j2]Muhammad Ali Farooq
Object Detection in Thermal Spectrum for Advanced Driver-Assistance Systems (ADAS). IEEE Access 9: 156465-156481 (2021) - 2020
- [j1]Muhammad Ali Farooq
Performance estimation of the state-of-the-art convolution neural networks for thermal images-based gender classification system. J. Electronic Imaging 29(6): 063004 (2020)
Conference and Workshop Papers
- 2024
- [c11]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: 423-429 - 2023
- [c10]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: 36-41 - 2022
- [c9]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. ICMV 2022 - [c8]Waseem Shariff, Muhammad Ali Farooq, Joe Lemley, Peter Corcoran:
Event-based YOLO object detection: proof of concept for forward perception system. ICMV 2022 - 2021
- [c7]Muhammad Ali Farooq
Proof-of-Concept Techniques for Generating Synthetic Thermal Facial Data for Training of Deep Learning Models. ICCE 2021: 1-6 - 2020
- [c6]Muhammad Ali Farooq
Effectiveness of State-of-the-Art Super Resolution Algorithms in Surveillance Environment. MIDI 2020: 79-88 - [c5]Muhammad Ali Farooq
Generating Thermal Image Data Samples using 3D Facial Modelling Techniques and Deep Learning Methodologies. QoMEX 2020: 1-5 - 2019
- [c4]Muhammad Ali Farooq, Asma Khatoon, Viktor Varkarakis, Peter M. Corcoran:
Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages. AICS 2019: 40-51 - [c3]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: 1-6 - 2017
- [c2]Moazam Soomro, Muhammad Ali Farooq
Performance Evaluation of Advanced Deep Learning Architectures for Offline Handwritten Character Recognition. FIT 2017: 362-367 - 2016
- [c1]Muhammad Ali Farooq
Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers. BIBE 2016: 301-308
Data and Artifacts
- 2022
- [d1]Muhammad Ali Farooq
C3I Thermal Automotive Dataset. IEEE DataPort, 2022
Informal and Other Publications
- 2024
- [i19]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 abs/2401.05159 (2024) - [i18]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 abs/2402.06969 (2024) - [i17]Wang Yao, Muhammad Ali Farooq, Joseph Lemley, Peter Corcoran:
Synthetic Face Ageing: Evaluation, Analysis and Facilitation of Age-Robust Facial Recognition Algorithms. CoRR abs/2406.06932 (2024) - [i16]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 abs/2406.11592 (2024) - 2023
- [i15]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 abs/2301.07613 (2023) - [i14]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 abs/2307.13600 (2023) - [i13]Muhammad Ali Farooq, Wang Yao, Gabriel Nicolae Costache, Peter Corcoran:
ChildGAN: Large Scale Synthetic Child Facial Data Using Domain Adaptation in StyleGAN. CoRR abs/2307.13746 (2023) - [i12]Wang Yao, Muhammad Ali Farooq, Joseph Lemley, Peter Corcoran:
Will your Doorbell Camera still recognize you as you grow old. CoRR abs/2308.04224 (2023) - [i11]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 abs/2308.04232 (2023) - [i10]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 abs/2311.06307 (2023) - 2022
- [i9]Muhammad Ali Farooq, Waseem Shariff, Peter Corcoran:
Evaluation of Thermal Imaging on Embedded GPU Platforms for Application in Vehicular Assistance Systems. CoRR abs/2201.01661 (2022) - [i8]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 abs/2209.10489 (2022) - [i7]Waseem Shariff, Muhammad Ali Farooq, Joe Lemley, Peter M. Corcoran:
Event-based YOLO Object Detection: Proof of Concept for Forward Perception System. CoRR abs/2212.07181 (2022) - 2021
- [i6]Muhammad Ali Farooq, Ammar Ali Khan, Ansar Ahmad, Rana Hammad Raza:
Effectiveness of State-of-the-Art Super Resolution Algorithms in Surveillance Environment. CoRR abs/2107.04133 (2021) - [i5]Muhammad Ali Farooq, Peter Corcoran, Cosmin Rotariu:
Object Detection in Thermal Spectrum for Advanced Driver-Assistance Systems (ADAS). CoRR abs/2109.09854 (2021) - 2020
- [i4]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 abs/2003.06276 (2020) - [i3]Muhammad Ali Farooq, Asma Khatoon, Viktor Varkarakis, Peter Corcoran:
Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages. CoRR abs/2003.06356 (2020) - [i2]Moazam Soomro, Muhammad Ali Farooq, Rana Hammad Raza:
Performance Evaluation of Advanced Deep Learning Architectures for Offline Handwritten Character Recognition. CoRR abs/2003.06794 (2020) - [i1]Muhammad Ali Farooq, Peter Corcoran
Generating Thermal Image Data Samples using 3D Facial Modelling Techniques and Deep Learning Methodologies. CoRR abs/2005.01923 (2020)
Coauthor Index
aka: Peter M. Corcoran
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