Muhammad Ali Farooq

Orcid: 0000-0003-4116-8021

According to our database1, Muhammad Ali Farooq authored at least 27 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
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Links

On csauthors.net:

Bibliography

2024
Synthesizing CTA Image Data for Type-B Aortic Dissection using Stable Diffusion Models.
CoRR, 2024

Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN.
CoRR, 2024

Automatic Inspection of Seal Integrity in Sterile Barrier Packaging: A Deep Learning Approach.
IEEE Access, 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

Will your Doorbell Camera still recognize you as you grow old.
CoRR, 2023

Decisive Data using Multi-Modality Optical Sensors for Advanced Vehicular Systems.
CoRR, 2023

Development, Optimization, and Deployment of Thermal Forward Vision Systems for Advance Vehicular Applications on Edge Devices.
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

On the Role of Thermal Imaging in Automotive Applications: A Critical Review.
IEEE Access, 2023

Synthetic Speaking Children - Why We Need Them and How to Make Them.
Proceedings of the International Conference on Speech Technology and Human-Computer Dialogue, 2023

2022
C3I Thermal Automotive Dataset.
Dataset, March, 2022

Event-based YOLO Object Detection: Proof of Concept for Forward Perception System.
CoRR, 2022

Recurrent Super-Resolution Method for Enhancing Low Quality Thermal Facial Data.
CoRR, 2022

Towards Monocular Neural Facial Depth Estimation: Past, Present, and Future.
IEEE Access, 2022

2021
Object Detection in Thermal Spectrum for Advanced Driver-Assistance Systems (ADAS).
CoRR, 2021

Object Detection in Thermal Spectrum for Advanced Driver-Assistance Systems (ADAS).
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
Categorization of Crowd Varieties using Deep Concurrent Convolution Neural Network.
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


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