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Performance measures for object detection evaluation

Ozdemir, Bahadir; Aksoy, Selim; Eckert, Sandra; Pesaresi, Martino; Ehrlich, Daniele


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  "@context": "https://schema.org/", 
  "@id": 23707, 
  "@type": "ScholarlyArticle", 
  "creator": [
    {
      "@type": "Person", 
      "affiliation": "Bilkent Univ, Dept Comp Engn, TR-06800 Ankara, Turkey", 
      "name": "Ozdemir, Bahadir"
    }, 
    {
      "@type": "Person", 
      "affiliation": "Bilkent Univ, Dept Comp Engn, TR-06800 Ankara, Turkey", 
      "name": "Aksoy, Selim"
    }, 
    {
      "@type": "Person", 
      "affiliation": "European Commiss, Joint Res Ctr, Inst Protect & Secur Citizen, I-21020 Ispra, VA, Italy", 
      "name": "Eckert, Sandra"
    }, 
    {
      "@type": "Person", 
      "affiliation": "European Commiss, Joint Res Ctr, Inst Protect & Secur Citizen, I-21020 Ispra, VA, Italy", 
      "name": "Pesaresi, Martino"
    }, 
    {
      "@type": "Person", 
      "affiliation": "European Commiss, Joint Res Ctr, Inst Protect & Secur Citizen, I-21020 Ispra, VA, Italy", 
      "name": "Ehrlich, Daniele"
    }
  ], 
  "datePublished": "2010-01-01", 
  "description": "We propose a new procedure for quantitative evaluation of object detection algorithms. The procedure consists of a matching stage for finding correspondences between reference and output objects, an accuracy score that is sensitive to object shapes as well as boundary and fragmentation errors, and a ranking step for final ordering of the algorithms using multiple performance indicators. The procedure is illustrated on a building detection task where the resulting rankings are consistent with the visual inspection of the detection maps. (C) 2009 Elsevier B.V. All rights reserved.", 
  "headline": "Performance measures for object detection evaluation", 
  "identifier": 23707, 
  "image": "https://aperta.ulakbim.gov.tr/static/img/logo/aperta_logo_with_icon.svg", 
  "license": "http://www.opendefinition.org/licenses/cc-by", 
  "name": "Performance measures for object detection evaluation", 
  "url": "https://aperta.ulakbim.gov.tr/record/23707"
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