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Description
  • This paper presents an annotation tool developed by the DISA Laboratory for the ImageCLEF 2014 Scalable Concept Image Annotation challenge. Our solution exploits the search-based annotation paradigm and utilizes several sources of semantic information to determine the relevance of candidate concepts. Rather than relying on the quality of training data, our approach profits from the large quantities of information available in large image collections and semantic knowledge bases. The results achieved by our system confirm that this approach is very promising for scalable image annotation.
  • This paper presents an annotation tool developed by the DISA Laboratory for the ImageCLEF 2014 Scalable Concept Image Annotation challenge. Our solution exploits the search-based annotation paradigm and utilizes several sources of semantic information to determine the relevance of candidate concepts. Rather than relying on the quality of training data, our approach profits from the large quantities of information available in large image collections and semantic knowledge bases. The results achieved by our system confirm that this approach is very promising for scalable image annotation. (en)
Title
  • DISA at ImageCLEF 2014: The search-based solution for scalable image annotation
  • DISA at ImageCLEF 2014: The search-based solution for scalable image annotation (en)
skos:prefLabel
  • DISA at ImageCLEF 2014: The search-based solution for scalable image annotation
  • DISA at ImageCLEF 2014: The search-based solution for scalable image annotation (en)
skos:notation
  • RIV/00216224:14330/14:00073916!RIV15-MSM-14330___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GBP103/12/G084), S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 11658
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14330/14:00073916
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Image annotation; similarity search; scalability; evaluation (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [E5730A98967C]
http://linked.open...v/mistoKonaniAkce
  • Sheffield, UK
http://linked.open...i/riv/mistoVydani
  • Aachen
http://linked.open...i/riv/nazevZdroje
  • CLEF 2014 Evaluation Labs and Workshop, Online Working Notes
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Batko, Michal
  • Budíková, Petra
  • Zezula, Pavel
  • Botorek, Jan
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 1613-0073
number of pages
http://purl.org/ne...btex#hasPublisher
  • RWTH Aachen University
http://localhost/t...ganizacniJednotka
  • 14330
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