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 simultaneous localization and map**: A comprehensive survey

K Huang, S Zhang, J Zhang, D Tao - ar** (vSLAM) has gained
significant interest in both academia and industry. It estimates camera motion and …

EKLT: Asynchronous photometric feature tracking using events and frames

D Gehrig, H Rebecq, G Gallego… - International Journal of …, 2020 - Springer
We present EKLT, a feature tracking method that leverages the complementarity of event
cameras and standard cameras to track visual features with high temporal resolution. Event …

Event-based motion segmentation by motion compensation

T Stoffregen, G Gallego, T Drummond… - Proceedings of the …, 2019 - openaccess.thecvf.com
In contrast to traditional cameras, whose pixels have a common exposure time, event-based
cameras are novel bio-inspired sensors whose pixels work independently and …

Spike-based motion estimation for object tracking through bio-inspired unsupervised learning

Y Zheng, Z Yu, S Wang, T Huang - IEEE Transactions on Image …, 2022 - ieeexplore.ieee.org
Neuromorphic vision sensors, whose pixels output events/spikes asynchronously with a
high temporal resolution according to the scene radiance change, are naturally appropriate …

Event-based feature tracking with probabilistic data association

AZ Zhu, N Atanasov, K Daniilidis - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Asynchronous event-based sensors present new challenges in basic robot vision problems
like feature tracking. The few existing approaches rely on grou** events into models and …

Low-latency visual odometry using event-based feature tracks

B Kueng, E Mueggler, G Gallego… - 2016 IEEE/RSJ …, 2016 - ieeexplore.ieee.org
New vision sensors, such as the Dynamic and Active-pixel Vision sensor (DAVIS),
incorporate a conventional camera and an event-based sensor in the same pixel array …

Focus is all you need: Loss functions for event-based vision

G Gallego, M Gehrig… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
Event cameras are novel vision sensors that output pixel-level brightness changes ("
events") instead of traditional video frames. These asynchronous sensors offer several …

Eventcap: Monocular 3d capture of high-speed human motions using an event camera

L Xu, W Xu, V Golyanik… - Proceedings of the …, 2020 - openaccess.thecvf.com
The high frame rate is a critical requirement for capturing fast human motions. In this setting,
existing markerless image-based methods are constrained by the lighting requirement, the …

Speed invariant time surface for learning to detect corner points with event-based cameras

J Manderscheid, A Sironi, N Bourdis… - Proceedings of the …, 2019 - openaccess.thecvf.com
We propose a learning approach to corner detection for event-based cameras that is stable
even under fast and abrupt motions. Event-based cameras offer high temporal resolution …