Modeling and extraction of retinal blood vessels from RetCam 3 based on morphological segmentation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F20%3A10244961" target="_blank" >RIV/61989100:27240/20:10244961 - isvavai.cz</a>
Alternative codes found
RIV/00843989:_____/20:E0107986
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-030-14132-5_20" target="_blank" >http://dx.doi.org/10.1007/978-3-030-14132-5_20</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-14132-5_20" target="_blank" >10.1007/978-3-030-14132-5_20</a>
Alternative languages
Result language
angličtina
Original language name
Modeling and extraction of retinal blood vessels from RetCam 3 based on morphological segmentation
Original language description
This paper deals with the analysis and modeling of the retinal blood vessels system. The aim of the analysis is the design and implementation of a fully automated segmentation model based on the morphological segmentation, allowing for extraction of the blood system area within the binary model, where other retinal structures are suppressed. An important feature of the model is sensitivity and robustness to declare the efficacy of segmentation in an environment with worse image parameters. For this reason, the designed model is also tested for data where the vascular system is visualized under a low contrast. Part of the analysis is the comparative testing of the designed model against selected segmentation methods based on objective criteria. The designed model was tested and verified on dataset from system RetCam 3 containing 22 images. (C) Springer Nature Switzerland AG 2020.
Czech name
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Czech description
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Classification
Type
C - Chapter in a specialist book
CEP classification
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OECD FORD branch
10200 - Computer and information sciences
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Book/collection name
Studies in Computational Intelligence. Volume 830
ISBN
978-3-030-14131-8
Number of pages of the result
9
Pages from-to
255-263
Number of pages of the book
9
Publisher name
Springer
Place of publication
Cham
UT code for WoS chapter
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