Application of an attention U-Net incorporating transfer learning for optic disc and cup segmentation-Reference-Cited by-同舟云学术

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Application of an attention U-Net incorporating transfer learning for optic disc and cup segmentation

Published:2020-11-22 Issue:5 Volume:15 Page:913-921
ISSN:1863-1703
Container-title:Signal, Image and Video Processing
language:en
Short-container-title:SIViP

Author:

Zhao Xiaoye,Wang Shengying,Zhao Jing,Wei Haicheng^ORCID,Xiao Mingxia,Ta Na

Funder

North Minzu University Scientific Research Projects

National Natural Science Foundation of China

“Tian Cheng Hui Zhi” innovation & education fund of Chinese Ministry of Education

Postgraduate Innovation Project of North Minzu University

Ningxia Technology Innovative Team of advanced intelligent perception & control

the Key Laboratory of Intelligent Perception Control at North Minzu University

Natural Science Foundation of Ningxia

Publisher

Springer Science and Business Media LLC

Subject

Electrical and Electronic Engineering,Signal Processing

Link

https://link.springer.com/content/pdf/10.1007/s11760-020-01815-z.pdf

Reference25 articles.

1. Calkins, D.J., Pekny, M., Cooper, M.L., Benowitz, L.I., Calkins, D., Cooper, M., Crowston, J.G., Huberman, A.D., Johnson, E.C., Lu, R.: The challenge of regenerative therapies for the optic nerve in glaucoma. Exp. Eye Res. 157, 28–33 (2017)

2. Medeiros, F.A., Vizzeri, G., Zangwill, L.M., Alencar, L.M., Sample, P.A., Weinreb, R.N.: Comparison of retinal nerve fiber layer and optic disc imaging for diagnosing glaucoma in patients suspected of having the disease. Ophthalmology 115(8), 1340–1346 (2008)

3. Kumar, J.R.H., Pediredla, A.K., Seelamantula, C.S.: Active discs for automated optic disc segmentation. In: IEEE Global Conference on Signal and Information Processing, pp. 225–229 (2015)

4. Issac, A., Parthasarthi, M., Dutta, M.K.: An adaptive threshold based algorithm for optic disc and cup segmentation in fundus images. In: International Conference on Signal Processing, pp. 143–147 (2015)

5. Gao, Y., Yu, X., Wu, C., Zhou, W., Wang, X., Chu, H.: Accurate and efficient segmentation of optic disc and optic cup in retinal images integrating multi-view information. IEEE Access 7, 148183–148197 (2019)

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