DocumentCode
3612029
Title
Where Are We After Five Editions?: Robot Vision Challenge, a Competition that Evaluates Solutions for the Visual Place Classification Problem
Author
Martinez Gomez, Jesus ; Caputo, Barbara ; Cazorla, Miguel ; Iskov Christensen, Henrik ; Fornoni, Marco ; Garcia-Varea, Ismael ; Pronobis, Andrzej
Author_Institution
Univ. of Castilla-La Mancha, Ciudad Real, Spain
Volume
22
Issue
4
fYear
2015
Firstpage
147
Lastpage
156
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.
Keywords
image classification; robot vision; robot vision; visual place classification problem; Benchmark testing; Object recognition; Robot sensing systems; Visualization;
fLanguage
English
Journal_Title
Robotics Automation Magazine, IEEE
Publisher
ieee
ISSN
1070-9932
Type
jour
DOI
10.1109/MRA.2015.2460931
Filename
7349126
Link To Document