30 citations · 57 across the 14 of their papers we have counts for
18 papers
Neuromorphic Seatbelt State Detection for In-Cabin Monitoring with Event Cameras
Paul Kielty, Cian Ryan, Mehdi Sefidgar Dilmaghani +3
Neuromorphic vision sensors, or event cameras, differ from conventional cameras in that they do not capture images at a specified rate. Instead, they asynchronously log local brigh…
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…
Adaptation of Whisper models to child speech recognition
Rishabh Jain, Andrei Barcovschi, Mariam Yiwere +2
Automatic Speech Recognition (ASR) systems often struggle with transcribing child speech due to the lack of large child speech datasets required to accurately train child-friendly…
Neuromorphic Sensing for Yawn Detection in Driver Drowsiness
Paul Kielty, Mehdi Sefidgar Dilmaghani, Cian Ryan +2
Driver monitoring systems (DMS) are a key component of vehicular safety and essential for the transition from semiautonomous to fully autonomous driving. A key task for DMS is to a…
Dataset Creation Pipeline for Camera-Based Heart Rate Estimation
Mohamed Moustafa, Amr Elrasad, Joseph Lemley +1
Heart rate is one of the most vital health metrics which can be utilized to investigate and gain intuitions into various human physiological and psychological information. Estimati…
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…
Speech Driven Video Editing via an Audio-Conditioned Diffusion Model
Dan Bigioi, Shubhajit Basak, Michał Stypułkowski +4
Taking inspiration from recent developments in visual generative tasks using diffusion models, we propose a method for end-to-end speech-driven video editing using a denoising diff…
DroneAttention: Sparse Weighted Temporal Attention for Drone-Camera Based Activity Recognition
Santosh Kumar Yadav, Achleshwar Luthra, Esha Pahwa +4
Human activity recognition (HAR) using drone-mounted cameras has attracted considerable interest from the computer vision research community in recent years. A robust and efficient…
SWTF: Sparse Weighted Temporal Fusion for Drone-Based Activity Recognition
Santosh Kumar Yadav, Esha Pahwa, Achleshwar Luthra +3
Drone-camera based human activity recognition (HAR) has received significant attention from the computer vision research community in the past few years. A robust and efficient HAR…
Control and Evaluation of Event Cameras Output Sharpness via Bias
Mehdi Sefidgar Dilmaghani, Waseem Shariff, Cian Ryan +2
Event cameras also known as neuromorphic sensors are relatively a new technology with some privilege over the RGB cameras. The most important one is their difference in capturing t…
Recurrent Super-Resolution Method for Enhancing Low Quality Thermal Facial Data
David O'Callaghan, Cian Ryan, Waseem Shariff +3
The process of obtaining high-resolution images from single or multiple low-resolution images of the same scene is of great interest for real-world image and signal processing appl…
A Text-to-Speech Pipeline, Evaluation Methodology, and Initial Fine-Tuning Results for Child Speech Synthesis
Rishabh Jain, Mariam Yiwere, Dan Bigioi +2
Speech synthesis has come a long way as current text-to-speech (TTS) models can now generate natural human-sounding speech. However, most of the TTS research focuses on using adult…
A Wav2vec2-Based Experimental Study on Self-Supervised Learning Methods to Improve Child Speech Recognition
Rishabh Jain, Andrei Barcovschi, Mariam Yiwere +3
Despite recent advancements in deep learning technologies, Child Speech Recognition remains a challenging task. Current Automatic Speech Recognition (ASR) models require substantia…
Evaluation of Thermal Imaging on Embedded GPU Platforms for Application in Vehicular Assistance Systems
Muhammad Ali Farooq, Waseem Shariff, Peter Corcoran
This study is focused on evaluating the real-time performance of thermal object detection for smart and safe vehicular systems by deploying the trained networks on GPU & single-boa…