Construction and verification of color fundus image retinal vessels segmentation algorithm under BP neural network

For the purpose of analyzing the application of back propagation (BP) neural network model in retinal vascular segmentation of color fundus images, in this study, the traditional BP neural network was first improved by adopting the additional momentum method. Second, adaptive histogram, morphologica...

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Vydané v:	The Journal of supercomputing Ročník 77; číslo 7; s. 7171 - 7183
Hlavný autor:	Liu, Zhao
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York Springer US 01.07.2021 Springer Nature B.V
Predmet:	Algorithms Artificial neural networks Back propagation networks Capillaries Color Compilers Computer Science Datasets Deep Learning Feature extraction Histograms Image enhancement Image segmentation Interpreters Neural networks Parallel Computing in Biomed Sciences & Healthcare Processor Architectures Programming Languages Subtraction BP neural network model Color fundus images CNN algorithm Rsetinal vascular segmentation PCNN algorithm
ISSN:	0920-8542, 1573-0484
On-line prístup:	Získať plný text
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