Event Cameras in Automotive Sensing: A Review

W Shariff, MS Dilmaghani, P Kielty, M Moustafa… - IEEE …, 2024 - ieeexplore.ieee.org
Event cameras (EC) represent a paradigm shift and are emerging as valuable tools in the
automotive industry, particularly for in-cabin and out-of-cabin monitoring. These cameras …

Real-time multi-task facial analytics with event cameras

C Ryan, A Elrasad, W Shariff, J Lemley, P Kielty… - IEEE …, 2023 - ieeexplore.ieee.org
Event cameras, unlike traditional frame-based cameras, excel in detecting and reporting
changes in light intensity on a per-pixel basis. This unique technology offers numerous …

Event trojan: Asynchronous event-based backdoor attacks

R Wang, Q Guo, H Li, R Wan - European Conference on Computer Vision, 2025 - Springer
As asynchronous event data is more frequently engaged in various vision tasks, the risk of
backdoor attacks becomes more evident. However, research into the potential risk …

Neuromorphic driver monitoring systems: A computationally efficient proof-of-concept for driver distraction detection

W Shariff, MS Dilmaghani, P Kielty… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Driver Monitoring Systems (DMS) represent a promising approach for enhancing driver
safety within vehicular technologies. This research explores the integration of neuromorphic …

Neuromorphic valence and arousal estimation

L Berlincioni, L Cultrera, F Becattini… - Journal of Ambient …, 2024 - Springer
Recognizing faces and their underlying emotions is an important aspect of biometrics. In
fact, estimating emotional states from faces has been tackled from several angles in the …

Neuromorphic Face Analysis: a Survey

F Becattini, L Berlincioni, L Cultrera… - arXiv preprint arXiv …, 2024 - arxiv.org
Neuromorphic sensors, also known as event cameras, are a class of imaging devices
mimicking the function of biological visual systems. Unlike traditional frame-based cameras …

Evaluating Image-Based Face and Eye Tracking with Event Cameras

K Iddrisu, W Shariff, NE OConnor, J Lemley… - arXiv preprint arXiv …, 2024 - arxiv.org
Event Cameras, also known as Neuromorphic sensors, capture changes in local light
intensity at the pixel level, producing asynchronously generated data termed``events''. This …

Neuromorphic facial analysis with cross-modal supervision

F Becattini, L Cultrera, L Berlincioni, C Ferrari… - arXiv preprint arXiv …, 2024 - arxiv.org
Traditional approaches for analyzing RGB frames are capable of providing a fine-grained
understanding of a face from different angles by inferring emotions, poses, shapes …

Neuromorphic Drone Detection: an Event-RGB Multimodal Approach

G Magrini, F Becattini, P Pala, A Del Bimbo… - arXiv preprint arXiv …, 2024 - arxiv.org
In recent years, drone detection has quickly become a subject of extreme interest: the
potential for fast-moving objects of contained dimensions to be used for malicious intents or …

Event Anonymization: Privacy-preserving Person Re-Identification and Pose Estimation in Event-based Vision

S Ahmad, P Morerio, A Del Bue - IEEE Access, 2024 - ieeexplore.ieee.org
The widespread use of visual surveillance in public areas puts individual privacy at stake
while also increasing resource usage (energy, bandwidth, and computation). Neuromorphic …