This article describes the Robot Vision challenge, a competition that evaluates solutions for the visual place classification problem. Since its origin, this challenge has been proposed as a common benchmark where worldwide proposals are measured using a common overall score. Each new edition of the competition introduced novelties, both for the type of input data and subobjectives of the challenge. All the techniques used by the participants have been gathered up and published to make it accessible for future developments. The legacy of the Robot Vision challenge includes data sets, benchmarking techniques, and a wide experience in the place classification research that is reflected in this article.

Where are we after five editions? Robot Vision Challenge, a Competition that Evaluates Solutions for the Visual Place Classification Problem / Martínez Gómez, Jesus; Caputo, Barbara; Cazorla, Miguel; Christensen, Henrik I.; Fornoni, Marco; García Varea, Ismael; Pronobis, Andrzej. - In: IEEE ROBOTICS AND AUTOMATION MAGAZINE. - ISSN 1070-9932. - STAMPA. - 22:4(2015), pp. 147-156. [10.1109/MRA.2015.2460931]

Where are we after five editions? Robot Vision Challenge, a Competition that Evaluates Solutions for the Visual Place Classification Problem

CAPUTO, BARBARA
;
2015

Abstract

This article describes the Robot Vision challenge, a competition that evaluates solutions for the visual place classification problem. Since its origin, this challenge has been proposed as a common benchmark where worldwide proposals are measured using a common overall score. Each new edition of the competition introduced novelties, both for the type of input data and subobjectives of the challenge. All the techniques used by the participants have been gathered up and published to make it accessible for future developments. The legacy of the Robot Vision challenge includes data sets, benchmarking techniques, and a wide experience in the place classification research that is reflected in this article.
2015
Control and Systems Engineering; Computer Science Applications1707 Computer Vision and Pattern Recognition; Electrical and Electronic Engineering
01 Pubblicazione su rivista::01a Articolo in rivista
Where are we after five editions? Robot Vision Challenge, a Competition that Evaluates Solutions for the Visual Place Classification Problem / Martínez Gómez, Jesus; Caputo, Barbara; Cazorla, Miguel; Christensen, Henrik I.; Fornoni, Marco; García Varea, Ismael; Pronobis, Andrzej. - In: IEEE ROBOTICS AND AUTOMATION MAGAZINE. - ISSN 1070-9932. - STAMPA. - 22:4(2015), pp. 147-156. [10.1109/MRA.2015.2460931]
File allegati a questo prodotto
File Dimensione Formato  
Martinez-Gomez_Where-Are-We_2015.pdf

solo gestori archivio

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 1.59 MB
Formato Adobe PDF
1.59 MB Adobe PDF   Contatta l'autore

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/951737
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 8
  • ???jsp.display-item.citation.isi??? 6
social impact