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  • We propose a novel algorithm for image deconvolution from the geometric moments (GMs) of a degraded image by a circular or elliptical Gaussian point-spread function (PSF). In the proposed scheme, to show the invertibility of the moment equation in a closed form, we establish a relationship between the moments of the degraded image and the moments of the original image and the Gaussian PSF. The proposed inverted formula paves the way to reconstruct the original image using the Stirling numbers of the first kind. We validate the theoretical analysis of the proposed scheme and confirm its feasibility through the comparative studies.
  • We propose a novel algorithm for image deconvolution from the geometric moments (GMs) of a degraded image by a circular or elliptical Gaussian point-spread function (PSF). In the proposed scheme, to show the invertibility of the moment equation in a closed form, we establish a relationship between the moments of the degraded image and the moments of the original image and the Gaussian PSF. The proposed inverted formula paves the way to reconstruct the original image using the Stirling numbers of the first kind. We validate the theoretical analysis of the proposed scheme and confirm its feasibility through the comparative studies. (en)
Title
  • Image Deconvolution in the Moment Domain
  • Image Deconvolution in the Moment Domain (en)
skos:prefLabel
  • Image Deconvolution in the Moment Domain
  • Image Deconvolution in the Moment Domain (en)
skos:notation
  • RIV/67985556:_____/14:00429812!RIV15-GA0-67985556
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA13-29225S)
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
  • 20466
http://linked.open...ai/riv/idVysledku
  • RIV/67985556:_____/14:00429812
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Digital image; Deconvolution; Moments (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [82B83A5679EF]
http://linked.open...i/riv/mistoVydani
  • Xanthi
http://linked.open...vEdiceCisloSvazku
  • Gate to Computer Science and Research, Volume 1
http://linked.open...i/riv/nazevZdroje
  • Moments and Moment Invariants: Theory and Applications
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...v/pocetStranKnihy
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Flusser, Jan
  • Honarvar, B.
number of pages
http://bibframe.org/vocab/doi
  • 10.15579/gcsr.vol1.ch5
http://purl.org/ne...btex#hasPublisher
  • Science Gate Publishing
https://schema.org/isbn
  • 978-618-81418-1-0
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