39 citations · 155 across the 15 of their papers we have counts for
6 papers · 1 filter
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…
ChildGAN: Large Scale Synthetic Child Facial Data Using Domain Adaptation in StyleGAN
Muhammad Ali Farooq, Wang Yao, Gabriel Costache +1
In this research work, we proposed a novel ChildGAN, a pair of GAN networks for generating synthetic boys and girls facial data derived from StyleGAN2. ChildGAN is built by perform…
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…
Development, Optimization, and Deployment of Thermal Forward Vision Systems for Advance Vehicular Applications on Edge Devices
Muhammad Ali Farooq, Waseem Shariff, Faisal Khan +1
In this research work, we have proposed a thermal tiny-YOLO multi-class object detection (TTYMOD) system as a smart forward sensing system that should remain effective in all weath…
Event-based YOLO Object Detection: Proof of Concept for Forward Perception System
Waseem Shariff, Muhammad Ali Farooq, Joe Lemley +1
Neuromorphic vision or event vision is an advanced vision technology, where in contrast to the visible camera that outputs pixels, the event vision generates neuromorphic events ev…