articleOct 30, 2008Closed access

The MIR flickr retrieval evaluation

Leiden University

Indexed incrossref

Abstract

In most well known image retrieval test sets, the imagery typically cannot be freely distributed or is not representative of a large community of users. In this paper we present a collection for the MIR community comprising 25000 images from the Flickr website which are redistributable for research purposes and represent a real community of users both in the image content and image tags. We have extracted the tags and EXIF image metadata, and also make all of these publicly available. In addition we discuss several challenges for benchmarking retrieval and classification methods.

Citation impact

1,800
total citations
FWCI
36.92
Percentile
100%
References
12
Citations per year

Authors

2

Topics & keywords

Keywords
  • Metadata
  • Computer science
  • Information retrieval
  • Image retrieval
  • Benchmarking
  • Automatic image annotation
  • Image (mathematics)
  • World Wide Web
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