Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network

This paper proposed a retinal image segmentation method based on conditional Generative Adversarial Network (cGAN) to segment optic disc. The proposed model consists of two successive networks: generator and discriminator. The generator learns to map information from the observing input (i.e., retin...

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Veröffentlicht in:	arXiv.org 2018-06
Hauptverfasser:	Singh, Vivek Kumar, Rashwan, Hatem, Akram, Farhan, Pandey, Nidhi, Md Mostaf Kamal Sarker, Saleh, Adel, Saddam Abdulwahab, Maaroof, Najlaa, Romani, Santiago, Puig, Domenec
Format:	Artikel
Sprache:	eng
Schlagworte:	Generative adversarial networks Image segmentation Mapping
Online-Zugang:	Volltext
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