Muhammad Ali Farooq
Orcid: 0000-0003-4116-8021
According to our database1,
Muhammad Ali Farooq
authored at least 32 papers
between 2016 and 2024.
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Bibliography
2024
ChildDiffusion: Unlocking the Potential of Generative AI and Controllable Augmentations for Child Facial Data using Stable Diffusion and Large Language Models.
CoRR, 2024
Synthetic Face Ageing: Evaluation, Analysis and Facilitation of Age-Robust Facial Recognition Algorithms.
CoRR, 2024
Visual Cardiac Signal Classifiers: A Deep Learning Classification Approach for Heart Signal Estimation From Video.
IEEE Access, 2024
Optimization of Event Camera Bias Settings for a Neuromorphic Driver Monitoring System.
IEEE Access, 2024
Automatic Inspection of Seal Integrity in Sterile Barrier Packaging: A Deep Learning Approach.
IEEE Access, 2024
High Throughput Neural Network for Network Intrusion Detection on FPGAs: An Algorithm-Architecture Interaction.
Proceedings of the 10th International Conference on Information Systems Security and Privacy, 2024
Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024
Synthesizing CTA Image Data for Type-B Aortic Dissection using Stable Diffusion Models.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024
2023
Evaluation of Thermal Imaging on Embedded GPU Platforms for Application in Vehicular Assistance Systems.
IEEE Trans. Intell. Veh., February, 2023
A Comparative Study of Image-to-Image Translation Using GANs for Synthetic Child Race Data.
CoRR, 2023
CoRR, 2023
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, 2023
A Robust Light-Weight Fused-Feature Encoder-Decoder Model for Monocular Facial Depth Estimation From Single Images Trained on Synthetic Data.
IEEE Access, 2023
ChildGAN: Large Scale Synthetic Child Facial Data Using Domain Adaptation in StyleGAN.
IEEE Access, 2023
IEEE Access, 2023
Proceedings of the International Conference on Speech Technology and Human-Computer Dialogue, 2023
2022
CoRR, 2022
IEEE Access, 2022
Proceedings of the Fifteenth International Conference on Machine Vision, 2022
Development, optimization, and deployment of thermal forward vision systems for advance vehicular applications on edge devices.
Proceedings of the Fifteenth International Conference on Machine Vision, 2022
2021
CoRR, 2021
IEEE Access, 2021
Proof-of-Concept Techniques for Generating Synthetic Thermal Facial Data for Training of Deep Learning Models.
Proceedings of the IEEE International Conference on Consumer Electronics, 2021
2020
Performance estimation of the state-of-the-art convolution neural networks for thermal images-based gender classification system.
J. Electronic Imaging, 2020
Generating Thermal Image Data Samples using 3D Facial Modelling Techniques and Deep Learning Methodologies.
Proceedings of the Twelfth International Conference on Quality of Multimedia Experience, 2020
Effectiveness of State-of-the-Art Super Resolution Algorithms in Surveillance Environment.
Proceedings of the Digital Interaction and Machine Intelligence - Proceedings of MIDI'2020, 2020
2019
Proceedings of the 2nd International Conference on Advancements in Computational Sciences, 2019
Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages.
Proceedings of the Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019
2017
Performance Evaluation of Advanced Deep Learning Architectures for Offline Handwritten Character Recognition.
Proceedings of the 2017 International Conference on Frontiers of Information Technology, 2017
2016
Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers.
Proceedings of the 16th IEEE International Conference on Bioinformatics and Bioengineering, 2016