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 …

SpinCam: High-Speed Imaging via a Rotating Point-Spread Function

D Chan, M Sheinin, M O'Toole - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
High-speed cameras are an indispensable tool used for the slow-motion analysis of scenes.
The fixed bandwidth of any imaging system quickly becomes a bottleneck however, resulting …

Microsaccade-inspired event camera for robotics

B He, Z Wang, Y Zhou, J Chen, CD Singh, H Li… - Science Robotics, 2024 - science.org
Neuromorphic vision sensors or event cameras have made the visual perception of
extremely low reaction time possible, opening new avenues for high-dynamic robotics …

EventPS: Real-Time Photometric Stereo Using an Event Camera

B Yu, J Ren, J Han, F Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Photometric stereo is a well-established technique to estimate the surface normal of an
object. However the requirement of capturing multiple high dynamic range images under …

EvDiG: Event-guided Direct and Global Components Separation

X Zhou, P Duan, B Li, C Zhou… - Proceedings of the …, 2024 - openaccess.thecvf.com
Separating the direct and global components of a scene aids in shape recovery and basic
material understanding. Conventional methods capture multiple frames under high …

Robust Depth Enhancement via Polarization Prompt Fusion Tuning

K Ikemura, Y Huang, F Heide… - Proceedings of the …, 2024 - openaccess.thecvf.com
Existing depth sensors are imperfect and may provide inaccurate depth values in
challenging scenarios such as in the presence of transparent or reflective objects. In this …

[HTML][HTML] Passive Polarized Vision for Autonomous Vehicles: A Review

JR Serres, PJ Lapray, S Viollet… - Sensors (Basel …, 2024 - ncbi.nlm.nih.gov
This review article aims to address common research questions in passive polarized vision
for robotics. What kind of polarization sensing can we embed into robots? Can we find our …

Recent Event Camera Innovations: A Survey

B Chakravarthi, AA Verma, K Daniilidis… - arXiv preprint arXiv …, 2024 - arxiv.org
Event-based vision, inspired by the human visual system, offers transformative capabilities
such as low latency, high dynamic range, and reduced power consumption. This paper …

Event-based Shape from Polarization with Spiking Neural Networks

P Kang, S Banerjee, H Chopp, A Katsaggelos… - arXiv preprint arXiv …, 2023 - arxiv.org
Recent advances in event-based shape determination from polarization offer a
transformative approach that tackles the trade-off between speed and accuracy in capturing …

Pdavis: Bio-inspired polarization event camera

G Haessig, D Joubert, J Haque… - Proceedings of the …, 2023 - openaccess.thecvf.com
The stomatopod (mantis shrimp) visual system has recently provided a blueprint for the
design of paradigm-shifting polarization and multispectral imaging sensors, enabling …