Retinal vessel segmentation based on multi-scale feature and style transfer
Caixia Zheng,
Huican Li,
Yingying Ge
et al.
Abstract:<abstract>
<p>Retinal vessel segmentation is very important for diagnosing and treating certain eye diseases. Recently, many deep learning-based retinal vessel segmentation methods have been proposed; however, there are still many shortcomings (e.g., they cannot obtain satisfactory results when dealing with cross-domain data or segmenting small blood vessels). To alleviate these problems and avoid overly complex models, we propose a novel network based on a multi-scale feature and style transfer (M… Show more
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