Visual odometry [tutorial]

D Scaramuzza, F Fraundorfer - IEEE robotics & automation …, 2011 - ieeexplore.ieee.org
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 …

Tutorial: visual odometry

D Scaramuzza, F Fraundorfer - IEEE Robotics & Automation …, 2011 - graz.elsevierpure.com
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 …

Benefit of large field-of-view cameras for visual odometry

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 …

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 …

Visual odometry: Part ii: Matching, robustness, optimization, and applications

F Fraundorfer, D Scaramuzza - IEEE Robotics & Automation …, 2012 - ieeexplore.ieee.org
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 …

Multimotion visual odometry (MVO): Simultaneous estimation of camera and third-party motions

KM Judd, JD Gammell… - 2018 IEEE/RSJ …, 2018 - ieeexplore.ieee.org
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 …

Real-time stereo visual odometry for autonomous ground vehicles

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 …

PL-SVO: Semi-direct monocular visual odometry by combining points and line segments

R Gomez-Ojeda, J Briales… - 2016 IEEE/RSJ …, 2016 - ieeexplore.ieee.org
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 …

Review of visual odometry: types, approaches, challenges, and applications

MOA Aqel, MH Marhaban, MI Saripan, NB Ismail - SpringerPlus, 2016 - Springer
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 …

Practical visual odometry for car-like vehicles

N Nourani-Vatani, J Roberts… - 2009 IEEE International …, 2009 - ieeexplore.ieee.org
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 …