A state‐of‐the‐art review on mapping and localization of mobile robots using omnidirectional vision sensors

L Paya, A Gil, O Reinoso - Journal of Sensors, 2017 - Wiley Online Library
Nowadays, the field of mobile robotics is experiencing a quick evolution, and a variety of
autonomous vehicles is available to solve different tasks. The advances in computer vision …

Investigation of widely used SLAM sensors using analytical hierarchy process

MSA Khan, D Hussain, K Naveed, US Khan… - Journal of …, 2022 - Wiley Online Library
Applications of mobile robots are continuously capturing the importance in numerous areas
such as agriculture, surveillance, defense, and planetary exploration to name a few …

A taxonomy of vision systems for ground mobile robots

J Martinez-Gomez… - International …, 2014 - journals.sagepub.com
This paper introduces a taxonomy of vision systems for ground mobile robots. In the last five
years, a significant number of relevant papers have contributed to this subject. Firstly, a …

A cnn regression approach to mobile robot localization using omnidirectional images

M Ballesta, L Paya, S Cebollada, O Reinoso, F Murcia - Applied Sciences, 2021 - mdpi.com
Understanding the environment is an essential ability for robots to be autonomous. In this
sense, Convolutional Neural Networks (CNNs) can provide holistic descriptors of a scene …

Robust visual localization with dynamic uncertainty management in omnidirectional SLAM

D Valiente, A Gil, L Payá, JM Sebastián, Ó Reinoso - Applied Sciences, 2017 - mdpi.com
This work presents a robust visual localization technique based on an omnidirectional
monocular sensor for mobile robotics applications. We intend to overcome the non …

Map building and monte carlo localization using global appearance of omnidirectional images

L Payá, L Fernández, A Gil, O Reinoso - Sensors, 2010 - mdpi.com
In this paper we deal with the problem of map building and localization of a mobile robot in
an environment using the information provided by an omnidirectional vision sensor that is …

Using Omnidirectional Vision to Create a Model of the Environment: A Comparative Evaluation of Global‐Appearance Descriptors

L Payá, O Reinoso, Y Berenguer… - Journal of Sensors, 2016 - Wiley Online Library
Nowadays, the design of fully autonomous mobile robots is a key discipline. Building a
robust model of the unknown environment is an important ability the robot must develop …

A comparison of EKF and SGD applied to a view-based SLAM approach with omnidirectional images

D Valiente, A Gil, L Fernández, O Reinoso - Robotics and Autonomous …, 2014 - Elsevier
Abstract The problem of Simultaneous Localization and Mapping (SLAM) is essential in
mobile robotics. The obtention of a feasible map of the environment poses a complex …

Improved omnidirectional odometry for a view-based mapping approach

D Valiente, A Gil, Ó Reinoso, M Juliá, M Holloway - Sensors, 2017 - mdpi.com
This work presents an improved visual odometry using omnidirectional images. The main
purpose is to generate a reliable prior input which enhances the SLAM (Simultaneous …

Occupancy grid based graph-SLAM using the distance transform, SURF features and SGD

A Gil, M Juliá, O Reinoso - Engineering Applications of Artificial Intelligence, 2015 - Elsevier
In this paper, we present a SLAM approach that builds global occupancy-grid maps using
laser range data. The method consists of two basic algorithms: a process of finding …