• 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