Event-based vision: A survey
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 …
of capturing images at a fixed rate, they asynchronously measure per-pixel brightness …
Event-based simultaneous localization and map**: A comprehensive survey
EKLT: Asynchronous photometric feature tracking using events and frames
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 …
cameras and standard cameras to track visual features with high temporal resolution. Event …
Event-based motion segmentation by motion compensation
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 …
cameras are novel bio-inspired sensors whose pixels work independently and …
Spike-based motion estimation for object tracking through bio-inspired unsupervised learning
Neuromorphic vision sensors, whose pixels output events/spikes asynchronously with a
high temporal resolution according to the scene radiance change, are naturally appropriate …
high temporal resolution according to the scene radiance change, are naturally appropriate …
Event-based feature tracking with probabilistic data association
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 …
like feature tracking. The few existing approaches rely on grou** events into models and …
Low-latency visual odometry using event-based feature tracks
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 …
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
Event cameras are novel vision sensors that output pixel-level brightness changes ("
events") instead of traditional video frames. These asynchronous sensors offer several …
events") instead of traditional video frames. These asynchronous sensors offer several …
Eventcap: Monocular 3d capture of high-speed human motions using an event camera
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 …
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 …
even under fast and abrupt motions. Event-based cameras offer high temporal resolution …