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Description
  • Není k dispozici (cs)
  • We present a new algorithm for mutual information estimation for image registration based on the nearest neighbor entropy estimator of Kozachenko and Leonenko. We modify the algorithm to be numerically robust and computationally efficient, with optimal asymptotic complexity O(N_pixels d_dim). We propose two MI-based criteria exploiting the high-dimensionality of the feature space and show their effectiveness in determining the correct alignment even in difficult cases when classical criteria fail.
  • We present a new algorithm for mutual information estimation for image registration based on the nearest neighbor entropy estimator of Kozachenko and Leonenko. We modify the algorithm to be numerically robust and computationally efficient, with optimal asymptotic complexity O(N_pixels d_dim). We propose two MI-based criteria exploiting the high-dimensionality of the feature space and show their effectiveness in determining the correct alignment even in difficult cases when classical criteria fail. (en)
Title
  • Není k dispozici (cs)
  • High-Dimensional Mutual Information Estimation for Image Registration
  • High-Dimensional Mutual Information Estimation for Image Registration (en)
skos:prefLabel
  • Není k dispozici (cs)
  • High-Dimensional Mutual Information Estimation for Image Registration
  • High-Dimensional Mutual Information Estimation for Image Registration (en)
skos:notation
  • RIV/68407700:21230/04:03103441!RIV/2005/MSM/212305/N
http://linked.open.../vavai/riv/strany
  • 4 ; 4
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(LN00B096)
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
  • 566130
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/04:03103441
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Kozachenko-Leonenko; entropy; high-dimensional; image registration; mutual information; nearest neighbor (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [04E0C1FE3453]
http://linked.open...v/mistoKonaniAkce
  • Singapore
http://linked.open...i/riv/mistoVydani
  • Piscataway
http://linked.open...i/riv/nazevZdroje
  • ICIP'04: Proceedings of the 2004 IEEE International Conference on Image Processing
http://linked.open...in/vavai/riv/obor
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  • Kybic, Jan
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
number of pages
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  • IEEE
https://schema.org/isbn
  • 0-7803-8555-1
http://localhost/t...ganizacniJednotka
  • 21230
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