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The UJI Aerial Librarian Robot: A Quadcopter for Visual Library Inventory and Book Localisation

Over time, the field of robotics has provided solutions to automate routine tasks in different scenarios. In particular, libraries are awakening great interest in automated tasks since they are semi-structured environments where machines coexist with humans and several repetitive operations could be...

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Detalles Bibliográficos
Autores principales: Martinez-Martin, Ester, Ferrer, Eric, Vasilev, Ilia, del Pobil, Angel P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7915268/
https://www.ncbi.nlm.nih.gov/pubmed/33557363
http://dx.doi.org/10.3390/s21041079
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author Martinez-Martin, Ester
Ferrer, Eric
Vasilev, Ilia
del Pobil, Angel P.
author_facet Martinez-Martin, Ester
Ferrer, Eric
Vasilev, Ilia
del Pobil, Angel P.
author_sort Martinez-Martin, Ester
collection PubMed
description Over time, the field of robotics has provided solutions to automate routine tasks in different scenarios. In particular, libraries are awakening great interest in automated tasks since they are semi-structured environments where machines coexist with humans and several repetitive operations could be automatically performed. In addition, multirotor aerial vehicles have become very popular in many applications over the past decade, however autonomous flight in confined spaces still presents a number of challenges and the use of small drones has not been reported as an automated inventory device within libraries. This paper presents the UJI aerial librarian robot that leverages computer vision techniques to autonomously self-localize and navigate in a library for automated inventory and book localization. A control strategy to navigate along the library bookcases is presented by using visual markers for self-localization during a visual inspection of bookshelves. An image-based book recognition technique is described that combines computer vision techniques to detect the tags on the book spines, followed by an optical character recognizer (OCR) to convert the book code on the tags into text. These data can be used for library inventory. Misplaced books can be automatically detected, and a particular book can be located within the library. Our quadrotor robot was tested in a real library with promising results. The problems encountered and limitation of the system are discussed, along with its relation to similar applications, such as automated inventory in warehouses.
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spelling pubmed-79152682021-03-01 The UJI Aerial Librarian Robot: A Quadcopter for Visual Library Inventory and Book Localisation Martinez-Martin, Ester Ferrer, Eric Vasilev, Ilia del Pobil, Angel P. Sensors (Basel) Article Over time, the field of robotics has provided solutions to automate routine tasks in different scenarios. In particular, libraries are awakening great interest in automated tasks since they are semi-structured environments where machines coexist with humans and several repetitive operations could be automatically performed. In addition, multirotor aerial vehicles have become very popular in many applications over the past decade, however autonomous flight in confined spaces still presents a number of challenges and the use of small drones has not been reported as an automated inventory device within libraries. This paper presents the UJI aerial librarian robot that leverages computer vision techniques to autonomously self-localize and navigate in a library for automated inventory and book localization. A control strategy to navigate along the library bookcases is presented by using visual markers for self-localization during a visual inspection of bookshelves. An image-based book recognition technique is described that combines computer vision techniques to detect the tags on the book spines, followed by an optical character recognizer (OCR) to convert the book code on the tags into text. These data can be used for library inventory. Misplaced books can be automatically detected, and a particular book can be located within the library. Our quadrotor robot was tested in a real library with promising results. The problems encountered and limitation of the system are discussed, along with its relation to similar applications, such as automated inventory in warehouses. MDPI 2021-02-04 /pmc/articles/PMC7915268/ /pubmed/33557363 http://dx.doi.org/10.3390/s21041079 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Martinez-Martin, Ester
Ferrer, Eric
Vasilev, Ilia
del Pobil, Angel P.
The UJI Aerial Librarian Robot: A Quadcopter for Visual Library Inventory and Book Localisation
title The UJI Aerial Librarian Robot: A Quadcopter for Visual Library Inventory and Book Localisation
title_full The UJI Aerial Librarian Robot: A Quadcopter for Visual Library Inventory and Book Localisation
title_fullStr The UJI Aerial Librarian Robot: A Quadcopter for Visual Library Inventory and Book Localisation
title_full_unstemmed The UJI Aerial Librarian Robot: A Quadcopter for Visual Library Inventory and Book Localisation
title_short The UJI Aerial Librarian Robot: A Quadcopter for Visual Library Inventory and Book Localisation
title_sort uji aerial librarian robot: a quadcopter for visual library inventory and book localisation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7915268/
https://www.ncbi.nlm.nih.gov/pubmed/33557363
http://dx.doi.org/10.3390/s21041079
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