Event-based stereo visual odometry

Y Zhou, G Gallego, S Shen - IEEE Transactions on Robotics, 2021 - ieeexplore.ieee.org
Event-based cameras are bioinspired vision sensors whose pixels work independently from
each other and respond asynchronously to brightness changes, with microsecond …

Evo: A geometric approach to event-based 6-dof parallel tracking and mapping in real time

H Rebecq, T Horstschäfer, G Gallego… - IEEE Robotics and …, 2016 - ieeexplore.ieee.org
We present EVO, an event-based visual odometry algorithm. Our algorithm successfully
leverages the outstanding properties of event cameras to track fast camera motions while …

Devo: Depth-event camera visual odometry in challenging conditions

YF Zuo, J Yang, J Chen, X Wang… - … on Robotics and …, 2022 - ieeexplore.ieee.org
We present a novel real-time visual odometry framework for a stereo setup of a depth and
high-resolution event camera. Our framework balances accuracy and robustness against …

Low-latency event-based visual odometry

A Censi, D Scaramuzza - 2014 IEEE International Conference …, 2014 - ieeexplore.ieee.org
The agility of a robotic system is ultimately limited by the speed of its processing pipeline.
The use of a Dynamic Vision Sensors (DVS), a sensor producing asynchronous events as …

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 …

Event-aided direct sparse odometry

J Hidalgo-Carrió, G Gallego… - Proceedings of the …, 2022 - openaccess.thecvf.com
We introduce EDS, a direct monocular visual odometry using events and frames. Our
algorithm leverages the event generation model to track the camera motion in the blind time …

Esvio: Event-based stereo visual inertial odometry

P Chen, W Guan, P Lu - IEEE Robotics and Automation Letters, 2023 - ieeexplore.ieee.org
Event cameras that asynchronously output low-latency event streams provide great
opportunities for state estimation under challenging situations. Despite event-based visual …

The event-camera dataset and simulator: Event-based data for pose estimation, visual odometry, and SLAM

E Mueggler, H Rebecq, G Gallego… - … Journal of Robotics …, 2017 - journals.sagepub.com
New vision sensors, such as the dynamic and active-pixel vision sensor (DAVIS),
incorporate a conventional global-shutter camera and an event-based sensor in the same …

Continuous-time visual-inertial odometry for event cameras

E Mueggler, G Gallego, H Rebecq… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Event cameras are bioinspired vision sensors that output pixel-level brightness changes
instead of standard intensity frames. They offer significant advantages over standard …

EMVS: Event-based multi-view stereo

H Rebecq, G Gallego, D Scaramuzza - 2016 - zora.uzh.ch
Event cameras are bio-inspired vision sensors that output pixel-level brightness changes
instead of standard intensity frames. They offer significant advantages over standard …