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<article url="/content/2011/3/455" issue_url="/content/2011/3" page_range="455-481" type="Article"
 volume="47" year="2011" issue="3"
>
<artitle>Fusion based analysis of ophthalmologic image data</artitle>
<author name="Jiří" surname="Jan"  url="/articles.html?author=5599"/>
<author name="Radim" surname="Kolář"  url="/articles.html?author=5600"/>
<author name="Libor" surname="Kubečka"  url="/articles.html?author=5601"/>
<author name="Jan" surname="Odstrčilík"  url="/articles.html?author=5602"/>
<author name="Jiří" surname="Gazárek"  url="/articles.html?author=5603"/>
<keyword title="image fusion"/>
<keyword title="image analysis"/>
<keyword title="2D and 3D image registration"/>
<keyword title="ophthalmology"/>
<keyword title="retina imaging"/>
<keyword title="subtractive angiography"/>
<keyword title="computed tomography"/>
<keyword title="illumination correction"/>
<keyword title="image averaging"/>
<keyword title="spatial transforms"/>
<ams title="93E12"/>
<ams title="62A10"/>
<abstract>The paper presents an overview of image analysis activities of the Brno DAR group in the medical application area of retinal imaging. Particularly, illumination correction and SNR enhancement by registered averaging as preprocessing steps are briefly described; further mono- and multimodal registration methods developed for specific types of ophthalmological images, and methods for segmentation of optical disc, retinal vessel tree and autofluorescence areas are presented. Finally, the designed methods for neural fibre layer detection and evaluation on retinal images, utilising different combined texture analysis approaches and several types of classifiers, are shown. The results in all the areas are shortly commented on at the respective sections. In order to emphasise methodological aspects, the methods and results are ordered according to consequential phases of processing rather then divided according to individual medical applications.</abstract>
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