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  • In our paper we use neural networks for the tuning of image feature extraction algorithms and for the analysis of orthophotomaps. In our approach we split an aerial photo into a regular grid of segments and for each segment we detect a set of features. These features describe the segment from the viewpoint of general image analysis (color, tint, texture, etc.) as well as from the viewpoint of the shapes in the segment. We also present our approach to the validation of extracted features using a neural network. In the paper we present an experiment based on orthophotomap segment clustering using the formal concept analysis with a selected group of features.
  • In our paper we use neural networks for the tuning of image feature extraction algorithms and for the analysis of orthophotomaps. In our approach we split an aerial photo into a regular grid of segments and for each segment we detect a set of features. These features describe the segment from the viewpoint of general image analysis (color, tint, texture, etc.) as well as from the viewpoint of the shapes in the segment. We also present our approach to the validation of extracted features using a neural network. In the paper we present an experiment based on orthophotomap segment clustering using the formal concept analysis with a selected group of features. (en)
Title
  • Feature Clustering for Orthophotomap Analysis
  • Feature Clustering for Orthophotomap Analysis (en)
skos:prefLabel
  • Feature Clustering for Orthophotomap Analysis
  • Feature Clustering for Orthophotomap Analysis (en)
skos:notation
  • RIV/61989100:27240/11:86080824!RIV12-MSM-27240___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
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  • S
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
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http://linked.open...dnocenehoVysledku
  • 199465
http://linked.open...ai/riv/idVysledku
  • RIV/61989100:27240/11:86080824
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • neural network; orthophotomap; image analysis; FCA; geoinformatics (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [A3345AE1B123]
http://linked.open...v/mistoKonaniAkce
  • Anchorage
http://linked.open...i/riv/mistoVydani
  • NEW YORK
http://linked.open...i/riv/nazevZdroje
  • 2011 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC)
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Horák, Zdeněk
  • Snášel, Václav
  • Kudělka, Miloš
http://linked.open...vavai/riv/typAkce
http://linked.open...ain/vavai/riv/wos
  • 000298615100052
http://linked.open.../riv/zahajeniAkce
issn
  • 1062-922X
number of pages
http://bibframe.org/vocab/doi
  • 10.1109/ICSMC.2011.6083683
http://purl.org/ne...btex#hasPublisher
  • IEEE
https://schema.org/isbn
  • 978-1-4577-0653-0
http://localhost/t...ganizacniJednotka
  • 27240
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