Visual odometry (VO) is the process of estimating the egomotion of an agent (eg, vehicle, human, and robot) using only the input of a single or multiple cameras attached to it …
Z Zhang, H Rebecq, C Forster… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
The transition of visual-odometry technology from research demonstrators to commercial applications naturally raises the question:“what is the optimal camera for vision-based …
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 …
Part II of the tutorial has summarized the remaining building blocks of the VO pipeline: specifically, how to detect and match salient and repeatable features across frames and …
Estimating motion from images is a well-studied problem in computer vision and robotics. Previous work has developed techniques to estimate the motion of a moving camera in a …
A Howard - 2008 IEEE/RSJ international conference on …, 2008 - ieeexplore.ieee.org
This paper describes a visual odometry algorithm for estimating frame-to-frame camera motion from successive stereo image pairs. The algorithm differs from most visual odometry …
Most approaches to visual odometry estimates the camera motion based on point features, consequently, their performance deteriorates in low-textured scenes where it is difficult to …
Accurate localization of a vehicle is a fundamental challenge and one of the most important tasks of mobile robots. For autonomous navigation, motion tracking, and obstacle detection …
A method for calculating visual odometry for ground vehicles with car-like kinematic motion constraints similar to Ackerman's steering model is presented. By taking advantage of this …