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 …

Slippage estimation and compensation for planetary exploration rovers. State of the art and future challenges

R Gonzalez, K Iagnemma - Journal of Field Robotics, 2018 - Wiley Online Library
Future lunar/planetary exploration missions will demand mobile robots with the capability of
reaching more challenging science targets and driving farther per day than the current Mars …

Visual odometry and mapping for autonomous flight using an RGB-D camera

AS Huang, A Bachrach, P Henry, M Krainin… - Robotics Research: The …, 2017 - Springer
RGB-D cameras provide both a color image and per-pixel depth estimates. The richness of
their data and the recent development of low-cost sensors have combined to present an …

Visual odometry based on stereo image sequences with RANSAC-based outlier rejection scheme

B Kitt, A Geiger, H Lategahn - 2010 ieee intelligent vehicles …, 2010 - ieeexplore.ieee.org
A common prerequisite for many vision-based driver assistance systems is the knowledge of
the vehicle's own movement. In this paper we propose a novel approach for estimating the …

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 …

Estimation, planning, and mapping for autonomous flight using an RGB-D camera in GPS-denied environments

A Bachrach, S Prentice, R He, P Henry… - … Journal of Robotics …, 2012 - journals.sagepub.com
RGB-D cameras provide both color images and per-pixel depth estimates. The richness of
this data and the recent development of low-cost sensors have combined to present an …

Driving curiosity: Mars rover mobility trends during the first seven years

A Rankin, M Maimone, J Biesiadecki… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
NASA's Mars Science Laboratory (MSL) mission landed the Curiosity rover on Mars on
August 6, 2012. As of August 6, 2019 (sol 2488), Curiosity has driven 21,318.5 meters over a …

Slippage and immobilization detection for planetary exploration rovers via machine learning and proprioceptive sensing

R Gonzalez, D Apostolopoulos… - Journal of Field …, 2018 - Wiley Online Library
This paper presents a new methodology where machine learning is used for detecting
various levels of slip in the context of planetary exploration robotic missions. This …

Deep learning for visual SLAM in transportation robotics: A review

C Duan, S Junginger, J Huang, K Jin… - Transportation Safety …, 2019 - academic.oup.com
Abstract Visual SLAM (Simultaneously Localization and Mapping) is a solution to achieve
localization and mapping of robots simultaneously. Significant achievements have been …

Traverse performance characterization for the Mars Science Laboratory rover

M Heverly, J Matthews, J Lin, D Fuller… - Journal of Field …, 2013 - Wiley Online Library
It is anticipated that the Mars Science Laboratory rover, named Curiosity, will traverse 10–20
km on the surface of Mars during its primary mission. In preparation for this traverse, Earth …