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Ozdemir, Bahadir; Aksoy, Selim; Eckert, Sandra; Pesaresi, Martino; Ehrlich, Daniele
{
"DOI": "10.1016/j.patrec.2009.10.016",
"abstract": "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.",
"author": [
{
"family": "Ozdemir",
"given": " Bahadir"
},
{
"family": "Aksoy",
"given": " Selim"
},
{
"family": "Eckert",
"given": " Sandra"
},
{
"family": "Pesaresi",
"given": " Martino"
},
{
"family": "Ehrlich",
"given": " Daniele"
}
],
"container_title": "PATTERN RECOGNITION LETTERS",
"id": "23707",
"issue": "10",
"issued": {
"date-parts": [
[
2010,
1,
1
]
]
},
"page": "1128-1137",
"title": "Performance measures for object detection evaluation",
"type": "article-journal",
"volume": "31"
}
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