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@inproceedings{1359762,
author = {Štěpka, Karel and Maška, Martin and Pálenik, Jakub Jozef and Pospíchalová, Vendula and Kotrbová, Anna and Ilkovics, Ladislav and Klemová, Dobromila and Hampl, Aleš and Bryja, Vítězslav and Matula, Pavel},
address = {Cham, Switzerland},
booktitle = {Computer Vision -- ECCV 2016 Workshops: Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part I},
doi = {http://dx.doi.org/10.1007/978-3-319-46604-0_23},
editor = {Gang Hua, Hervé Jégou},
keywords = {Exosome; Detection; Segmentation; Transmission electron microscopy; Image processing},
howpublished = {tištěná verze "print"},
language = {eng},
location = {Cham, Switzerland},
isbn = {978-3-319-46603-3},
pages = {318-325},
publisher = {Springer International Publishing},
title = {Automatic Detection and Segmentation of Exosomes in Transmission Electron Microscopy},
url = {http://dx.doi.org/10.1007/978-3-319-46604-0_23},
year = {2016}
}
TY - JOUR
ID - 1359762
AU - Štěpka, Karel - Maška, Martin - Pálenik, Jakub Jozef - Pospíchalová, Vendula - Kotrbová, Anna - Ilkovics, Ladislav - Klemová, Dobromila - Hampl, Aleš - Bryja, Vítězslav - Matula, Pavel
PY - 2016
TI - Automatic Detection and Segmentation of Exosomes in Transmission Electron Microscopy
PB - Springer International Publishing
CY - Cham, Switzerland
SN - 9783319466033
KW - Exosome
KW - Detection
KW - Segmentation
KW - Transmission electron microscopy
KW - Image processing
UR - http://dx.doi.org/10.1007/978-3-319-46604-0_23
L2 - http://dx.doi.org/10.1007/978-3-319-46604-0_23
N2 - We presented a morphological method for automatic detection and segmentation of exosomes in transmission electron microscopy images. The exosome segmentation was carried out using morphological seeded watershed on gradient magnitude image, with the seeds established by applying a series of hysteresis thresholdings, followed by morphological filtering and cluster splitting. We tested the method on a diverse image data set, yielding the detection performance of slightly over 80 %.
ER -
ŠTĚPKA, Karel, Martin MAŠKA, Jakub Jozef PÁLENIK, Vendula POSPÍCHALOVÁ, Anna KOTRBOVÁ, Ladislav ILKOVICS, Dobromila KLEMOVÁ, Aleš HAMPL, Vítězslav BRYJA and Pavel MATULA. Automatic Detection and Segmentation of Exosomes in Transmission Electron Microscopy. In Gang Hua, Hervé Jégou. \textit{Computer Vision -- ECCV 2016 Workshops: Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part I}. Cham, Switzerland: Springer International Publishing. p.~318-325. ISBN~978-3-319-46603-3. doi:10.1007/978-3-319-46604-0\_{}23. 2016.
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