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Description
  • This paper deals with registration of retinal images, which were taken by highresolution digital colour fundus cameras. The proposed method describes successful application of phase correlation method. It combines several basic steps - global correction of shift, rotation and scaling, detection of landmarks, their correspondences and finally image registration using second-order polynomial model. The method is tested on two sets of images. The first set contains images from the diabetic patients where many retinal pathologies can disturb the registration process. The second set contains images from healthy subjects, which were acquired by different illumination conditions. The method was evaluated using four different criteria - tree objective and one subjective. These criteria are also compared. The achieved registration accuracy of the landmarks position error is 1.13 and 0.93 pixels for respective image sets. Finally, the simple scheme for retinal pathology visualisation of registered fundus pairs
  • This paper deals with registration of retinal images, which were taken by highresolution digital colour fundus cameras. The proposed method describes successful application of phase correlation method. It combines several basic steps - global correction of shift, rotation and scaling, detection of landmarks, their correspondences and finally image registration using second-order polynomial model. The method is tested on two sets of images. The first set contains images from the diabetic patients where many retinal pathologies can disturb the registration process. The second set contains images from healthy subjects, which were acquired by different illumination conditions. The method was evaluated using four different criteria - tree objective and one subjective. These criteria are also compared. The achieved registration accuracy of the landmarks position error is 1.13 and 0.93 pixels for respective image sets. Finally, the simple scheme for retinal pathology visualisation of registered fundus pairs (en)
Title
  • Hybrid retinal image registration using phase correlation
  • Hybrid retinal image registration using phase correlation (en)
skos:prefLabel
  • Hybrid retinal image registration using phase correlation
  • Hybrid retinal image registration using phase correlation (en)
skos:notation
  • RIV/00216305:26220/13:PU105459!RIV14-MSM-26220___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • S
http://linked.open...iv/cisloPeriodika
  • 4
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
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http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 78402
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26220/13:PU105459
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • retinal imaging, image registration, phase correlation, feature extraction, segmentation, visualisation (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • GB - Spojené království Velké Británie a Severního Irska
http://linked.open...ontrolniKodProRIV
  • [A79F4190C62B]
http://linked.open...i/riv/nazevZdroje
  • IMAGING SCIENCE JOURNAL
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 61
http://linked.open...iv/tvurceVysledku
  • Kolář, Radim
  • Odstrčilík, Jan
  • Harabiš, Vratislav
issn
  • 1368-2199
number of pages
http://bibframe.org/vocab/doi
  • 10.1179/1743131X11Y.0000000065
http://localhost/t...ganizacniJednotka
  • 26220
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