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  • This paper deals with estimation of RMSE metrics for real image data. The performance of denoising algorithms is usually evaluated by RMSE metrics. This approach assumes that clear image is available. However, such assumption cannot be satisfied for real image data. We consider that the noise analysis of the studied imaging system is carried out in the spatial or in the wavelet domain. In this paper, we derive equation for estimation of RMSE using sample moments. We consider that the sample moments in the spatial domain are known from the noise analysis.
  • This paper deals with estimation of RMSE metrics for real image data. The performance of denoising algorithms is usually evaluated by RMSE metrics. This approach assumes that clear image is available. However, such assumption cannot be satisfied for real image data. We consider that the noise analysis of the studied imaging system is carried out in the spatial or in the wavelet domain. In this paper, we derive equation for estimation of RMSE using sample moments. We consider that the sample moments in the spatial domain are known from the noise analysis. (en)
Title
  • Blind Image Quality Assessment
  • Blind Image Quality Assessment (en)
skos:prefLabel
  • Blind Image Quality Assessment
  • Blind Image Quality Assessment (en)
skos:notation
  • RIV/60461373:22340/13:43895096!RIV14-MSM-22340___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
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  • V
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
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http://linked.open...iv/duvernostUdaju
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http://linked.open...dnocenehoVysledku
  • 63634
http://linked.open...ai/riv/idVysledku
  • RIV/60461373:22340/13:43895096
http://linked.open...riv/jazykVysledku
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  • sample moments; denoising; image quality; RMSE estimation (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [54288CEB41F8]
http://linked.open...v/mistoKonaniAkce
  • Brno
http://linked.open...i/riv/mistoVydani
  • Brno
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  • Proceedings of the 19th International Conference on Soft Computing Mendel 2013
http://linked.open...in/vavai/riv/obor
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  • Švihlík, Jan
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 1803-3814
number of pages
http://purl.org/ne...btex#hasPublisher
  • Vysoké učení technické v Brně. Fakulta strojního inženýrství
https://schema.org/isbn
  • 978-80-214-4755-4
http://localhost/t...ganizacniJednotka
  • 22340
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