Event-based vision: A survey

G Gallego, T Delbrück, G Orchard… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Event cameras are bio-inspired sensors that differ from conventional frame cameras: Instead
of capturing images at a fixed rate, they asynchronously measure per-pixel brightness …

Event-based neuromorphic vision for autonomous driving: A paradigm shift for bio-inspired visual sensing and perception

G Chen, H Cao, J Conradt, H Tang… - IEEE Signal …, 2020 - ieeexplore.ieee.org
As a bio-inspired and emerging sensor, an event-based neuromorphic vision sensor has a
different working principle compared to the standard frame-based cameras, which leads to …

High speed and high dynamic range video with an event camera

H Rebecq, R Ranftl, V Koltun… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Event cameras are novel sensors that report brightness changes in the form of a stream of
asynchronous “events” instead of intensity frames. They offer significant advantages with …

Event-based fusion for motion deblurring with cross-modal attention

L Sun, C Sakaridis, J Liang, Q Jiang, K Yang… - European conference on …, 2022 - Springer
Traditional frame-based cameras inevitably suffer from motion blur due to long exposure
times. As a kind of bio-inspired camera, the event camera records the intensity changes in …

Events-to-video: Bringing modern computer vision to event cameras

H Rebecq, R Ranftl, V Koltun… - Proceedings of the …, 2019 - openaccess.thecvf.com
Event cameras are novel sensors that report brightness changes in the form of
asynchronous" events" instead of intensity frames. They have significant advantages over …

Event-based video reconstruction via potential-assisted spiking neural network

L Zhu, X Wang, Y Chang, J Li… - Proceedings of the …, 2022 - openaccess.thecvf.com
Neuromorphic vision sensor is a new bio-inspired imaging paradigm that reports
asynchronous, continuously per-pixel brightness changes called'events' with high temporal …

Combining events and frames using recurrent asynchronous multimodal networks for monocular depth prediction

D Gehrig, M Rüegg, M Gehrig… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
Event cameras are novel vision sensors that report per-pixel brightness changes as a
stream of asynchronous “events”. They offer significant advantages compared to standard …

Bringing a blurry frame alive at high frame-rate with an event camera

L Pan, C Scheerlinck, X Yu… - Proceedings of the …, 2019 - openaccess.thecvf.com
Event-based cameras can measure intensity changes (called'events') with microsecond
accuracy under high-speed motion and challenging lighting conditions. With the active pixel …

Event-based video reconstruction using transformer

W Weng, Y Zhang, Z Xiong - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
Event cameras, which output events by detecting spatio-temporal brightness changes, bring
a novel paradigm to image sensors with high dynamic range and low latency. Previous …

Motion deblurring with real events

F Xu, L Yu, B Wang, W Yang, GS Xia… - Proceedings of the …, 2021 - openaccess.thecvf.com
In this paper, we propose an end-to-end learning framework for event-based motion
deblurring in a self-supervised manner, where real-world events are exploited to alleviate …