Context-aware spatio-recurrent curvilinear structure segmentation

• Main Authors: WANG, Feigege, GU, Yue, LIU, Wenxi, HE, Shengfeng, PAN, Jia
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Contextual information; Curvilinear structures; Grouping and Shape; Human Visual System; Medical; Recurrent networks; Sampling procedures; State-of-the-art performance; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/8519; https://ink.library.smu.edu.sg/context/sis_research/article/9522/viewcontent/Context_Aware_Spatio_Recurrent_Curvilinear_Structure_Segmentation.pdf
• Institution: Singapore Management University

Curvilinear structures are frequently observed in various images in different forms, such as blood vessels or neuronal boundaries in biomedical images. In this paper, we propose a novel curvilinear structure segmentation approach using context-aware spatio-recurrent networks. Instead of directly seg...