Retinal Vessel Segmentation Using Multi-scale Generative Adversarial Network with Class Activation Mapping

Minqiang Yang; Yinru Ye; Kai Ye; Xiping Hu; Bin Hu

doi:10.1007/978-3-031-06368-8_7

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Retinal Vessel Segmentation Using Multi-scale Generative Adversarial Network with Class Activation Mapping

Minqiang Yang Yinru Ye Kai Ye Xiping Hu Bin Hu

Year: 2022 Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering Pages: 95-105

DOI: 10.1007/978-3-031-06368-8_7

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Keywords:

Segmentation Artificial intelligence Computer science Robustness (evolution) Generative adversarial network Adversarial system Scale (ratio) Generative grammar Computer vision Pattern recognition (psychology) Pixel Class (philosophy) Image segmentation Retinal Image (mathematics) Cartography Geography Ophthalmology

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Topics

Retinal Imaging and Analysis

Health Sciences → Medicine → Radiology, Nuclear Medicine and Imaging

Digital Imaging for Blood Diseases

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Medical Image Segmentation Techniques

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Retinal Vessel Segmentation Using Multi-scale Generative Adversarial Network with Class Activation Mapping

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