P
Pavel Cernosek
Publications - 3
Citations - 412
Pavel Cernosek is an academic researcher. The author has contributed to research in topics: Fundus (eye) & Image segmentation. The author has an hindex of 3, co-authored 3 publications receiving 324 citations.
Papers
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Journal ArticleDOI
Retinal vessel segmentation by improved matched filtering: evaluation on a new high-resolution fundus image database
Jan Odstrcilik,Radim Kolar,Attila Budai,Joachim Hornegger,Jiri Jan,Jiri Gazarek,Tomas Kubena,Pavel Cernosek,Ondrej Svoboda,Elli Angelopoulou +9 more
TL;DR: The concept of matched filtering is improved, and the proposed blood vessel segmentation approach is at least comparable with recent state-of-the-art methods, and outperforms most of them with an accuracy of 95% evaluated on the new database.
Journal ArticleDOI
Thickness related textural properties of retinal nerve fiber layer in color fundus images.
Jan Odstrcilik,Radim Kolar,R. P. Tornow,Jiri Jan,Attila Budai,Markus A. Mayer,Martina Vodakova,Robert Laemmer,Martin Lamoš,Zdenek Kuna,Jiri Gazarek,Tomas Kubena,Pavel Cernosek,Marina Ronzhina +13 more
TL;DR: Evaluation revealed good applicability of the proposed approach to measure possible RNFL thinning, which uses the features based on Gaussian Markov random fields and local binary patterns together with various regression models for prediction of the RNFL thickness.
Journal ArticleDOI
Analysis of Visual Appearance of Retinal Nerve Fibers in High Resolution Fundus Images: A Study on Normal Subjects
Radim Kolar,R. P. Tornow,Robert Laemmer,Jan Odstrcilik,Markus A. Mayer,Jiri Gazarek,Jiri Jan,Tomas Kubena,Pavel Cernosek +8 more
TL;DR: It is shown that local mean value, standard deviation, and Shannon entropy extracted from the green and blue channel of fundus images are correlated with corresponding RNFL thickness.