26 citations · 47 across the 4 of their papers we have counts for
7 papers
ChildDiffusion: Unlocking the Potential of Generative AI and Controllable Augmentations for Child Facial Data using Stable Diffusion and Large Language Models
Muhammad Ali Farooq, Wang Yao, Peter Corcoran
In this research work we have proposed high-level ChildDiffusion framework capable of generating photorealistic child facial samples and further embedding several intelligent augme…
Synthetic Face Ageing: Evaluation, Analysis and Facilitation of Age-Robust Facial Recognition Algorithms
Wang Yao, Muhammad Ali Farooq, Joseph Lemley +1
The ability to accurately recognize an individual's face with respect to human aging factor holds significant importance for various private as well as government sectors such as c…
Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN
Muhammad Ali Farooq, Wang Yao, Michael Schukat +2
This study explores the utilization of Dermatoscopic synthetic data generated through stable diffusion models as a strategy for enhancing the robustness of machine learning model t…
A Comparative Study of Image-to-Image Translation Using GANs for Synthetic Child Race Data
Wang Yao, Muhammad Ali Farooq, Joseph Lemley +1
The lack of ethnic diversity in data has been a limiting factor of face recognition techniques in the literature. This is particularly the case for children where data samples are…
Will your Doorbell Camera still recognize you as you grow old
Wang Yao, Muhammad Ali Farooq, Joseph Lemley +1
Robust authentication for low-power consumer devices such as doorbell cameras poses a valuable and unique challenge. This work explores the effect of age and aging on the performan…
Decisive Data using Multi-Modality Optical Sensors for Advanced Vehicular Systems
Muhammad Ali Farooq, Waseem Shariff, Mehdi Sefidgar Dilmaghani +3
Optical sensors have played a pivotal role in acquiring real world data for critical applications. This data, when integrated with advanced machine learning algorithms provides mea…