Joseph Lemley

CoRR, 2024

Spiking-DD: Neuromorphic Event Camera based Driver Distraction Detection with Spiking Neural Network.

[BibT_eX]

[DOI]

CoRR, 2024

Synthetic Face Ageing: Evaluation, Analysis and Facilitation of Age-Robust Facial Recognition Algorithms.

[BibT_eX]

[DOI]

CoRR, 2024

Event Cameras in Automotive Sensing: A Review.

[BibT_eX]

[DOI]

IEEE Access, 2024

Optimization of Event Camera Bias Settings for a Neuromorphic Driver Monitoring System.

[BibT_eX]

[DOI]

IEEE Access, 2024

2023

Non-Contact NIR PPG Sensing through Large Sequence Signal Regression.

[BibT_eX]

[DOI]

CoRR, 2023

Non-Contact Breathing Rate Detection Using Optical Flow.

[BibT_eX]

[DOI]

CoRR, 2023

Neuromorphic Seatbelt State Detection for In-Cabin Monitoring with Event Cameras.

[BibT_eX]

[DOI]

Paul Kielty

Cian Ryan

CoRR, 2023

A Comparative Study of Image-to-Image Translation Using GANs for Synthetic Child Race Data.

[BibT_eX]

[DOI]

CoRR, 2023

Will your Doorbell Camera still recognize you as you grow old.

[BibT_eX]

[DOI]

CoRR, 2023

Neuromorphic Sensing for Yawn Detection in Driver Drowsiness.

[BibT_eX]

[DOI]

Paul Kielty

Cian Ryan

CoRR, 2023

Dataset Creation Pipeline for Camera-Based Heart Rate Estimation.

[BibT_eX]

[DOI]

CoRR, 2023

A Feature Selection Method for Driver Stress Detection Using Heart Rate Variability and Breathing Rate.

[BibT_eX]

[DOI]

Ashkan Parsi

David O'Callaghan

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.

[BibT_eX]

[DOI]

IEEE Access, 2023

Real-Time Multi-Task Facial Analytics With Event Cameras.

[BibT_eX]

[DOI]

IEEE Access, 2023

Neuromorphic Driver Monitoring Systems: A Proof-of-Concept for Yawn Detection and Seatbelt State Detection Using an Event Camera.

[BibT_eX]

[DOI]

Paul Kielty

RamaKrishna Venkatesh Saripalli

IEEE Access, 2023

Analysis of Breathing Rate in a Multi-Scenario Driving Acquisition.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference Information Visualisation, 2023

Heart Rate Detection Using an Event Camera.

[BibT_eX]

[DOI]

Aniket Jagtap

Alan F. Smeaton

Proceedings of the IEEE International Symposium on Multimedia, 2023

2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Control and Evaluation of Event Cameras Output Sharpness via Bias.

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Toward Robust Facial Authentication for Low-Power Edge-AI Consumer Devices.

[BibT_eX]

[DOI]

Wang Yao

Viktor Varkarakis

Gabriel Nicolae Costache

IEEE Access, 2022

Using Pre-stimulus EEG to Predict Driver Reaction Time To Road Events.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

An EEG-based Method for Drowsiness Level Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Real-time face & eye tracking and blink detection using event cameras.

[BibT_eX]

[DOI]

Neural Networks, 2021

An efficient encoder-decoder model for portrait depth estimation from single images trained on pixel-accurate synthetic data.

[BibT_eX]

[DOI]

Neural Networks, 2021

Versatile Auxiliary Classification and Regression With Generative Adversarial Networks.

[BibT_eX]

[DOI]

IEEE Access, 2021

2020

Extended topsis method based on Pythagorean cubic fuzzy multi-criteria decision making with incomplete weight information.

[BibT_eX]

[DOI]

Muhammad Sajjad Ali Khan

J. Intell. Fuzzy Syst., 2020

Real-Time Face & Eye Tracking and Blink Detection using Event Cameras.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Learning for Consumer Devices and Services 4 - A Review of Learnable Data Augmentation Strategies for Improved Training of Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Consumer Electron. Mag., 2020

Deep Learning for Consumer Devices and Services 3 - Getting More From Your Datasets With Data Augmentation.

[BibT_eX]

[DOI]

IEEE Consumer Electron. Mag., 2020

Synthetic Thermal Image Generation for Human-Machine Interaction in Vehicles.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Quality of Multimedia Experience, 2020

2019

Convolutional Neural Network Implementation for Eye-Gaze Estimation on Low-Quality Consumer Imaging Systems.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., 2019

Deep Learning for Consumer Devices and Services 2 - AI Gets Embedded at the Edge.

[BibT_eX]

[DOI]

IEEE Consumer Electron. Mag., 2019

2018

Semiparallel deep neural network hybrid architecture: first application on depth from monocular camera.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2018

Efficient CNN Implementation for Eye-Gaze Estimation on Low-Power/Low-Quality Consumer Imaging Systems.

[BibT_eX]

[DOI]

CoRR, 2018

Learning data augmentation for consumer devices and services.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics, 2018

Synthesizing Game Audio Using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Games, Entertainment, Media Conference, 2018

Eye Tracking in Augmented Spaces: A Deep Learning Approach.

[BibT_eX]

[DOI]

Anuradha Kar

Proceedings of the IEEE Games, Entertainment, Media Conference, 2018

CWU-Chess: An Adaptive Chess Program that Improves After Each Game.

[BibT_eX]

[DOI]

Proceedings of the IEEE Games, Entertainment, Media Conference, 2018

2017

Depth from Monocular Images using a Semi-Parallel Deep Neural Network (SPDNN) Hybrid Architecture.

[BibT_eX]

[DOI]

CoRR, 2017

Deep Learning for Consumer Devices and Services: Pushing the limits for machine learning, artificial intelligence, and computer vision.

[BibT_eX]

[DOI]

IEEE Consumer Electron. Mag., 2017

Smart Augmentation Learning an Optimal Data Augmentation Strategy.

[BibT_eX]

[DOI]

IEEE Access, 2017

Transfer Learning of Temporal Information for Driver Action Classification.

[BibT_eX]

[DOI]

Proceedings of the 28th Modern Artificial Intelligence and Cognitive Science Conference 2017, 2017

2016

Comparison of Recent Machine Learning Techniques for Gender Recognition from Facial Images.

[BibT_eX]

[DOI]

Proceedings of the 27th Modern Artificial Intelligence and Cognitive Science Conference 2016, 2016

Big Holes in Big Data: A Monte Carlo Algorithm for Detecting Large Hyper-Rectangles in High Dimensional Data.

[BibT_eX]

[DOI]

Filip Jagodzinski

Razvan Andonie

Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

2007

An algorithm to stabilize a sequence of thermal brain images.

[BibT_eX]

[DOI]

Boris Kovalerchuk