Hybrid retinal image registration using phase correlation
Identifikátory výsledku
Kód výsledku v IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F13%3APU105459" target="_blank" >RIV/00216305:26220/13:PU105459 - isvavai.cz</a>
Výsledek na webu
<a href="http://www.ingentaconnect.com/content/maney/isj/2013/00000061/00000004/art00004" target="_blank" >http://www.ingentaconnect.com/content/maney/isj/2013/00000061/00000004/art00004</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1179/1743131X11Y.0000000065" target="_blank" >10.1179/1743131X11Y.0000000065</a>
Alternativní jazyky
Jazyk výsledku
angličtina
Název v původním jazyce
Hybrid retinal image registration using phase correlation
Popis výsledku v původním jazyce
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 correctionof 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 onesubjective. 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 register
Název v anglickém jazyce
Hybrid retinal image registration using phase correlation
Popis výsledku anglicky
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 correctionof 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 onesubjective. 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 register
Klasifikace
Druh
J<sub>x</sub> - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
CEP obor
JA - Elektronika a optoelektronika, elektrotechnika
OECD FORD obor
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Návaznosti výsledku
Projekt
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Návaznosti
S - Specificky vyzkum na vysokych skolach
Ostatní
Rok uplatnění
2013
Kód důvěrnosti údajů
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Údaje specifické pro druh výsledku
Název periodika
IMAGING SCIENCE JOURNAL
ISSN
1368-2199
e-ISSN
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Svazek periodika
61
Číslo periodika v rámci svazku
4
Stát vydavatele periodika
GB - Spojené království Velké Británie a Severního Irska
Počet stran výsledku
16
Strana od-do
269-384
Kód UT WoS článku
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EID výsledku v databázi Scopus
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