Directional Connectivity-based Segmentation of Medical Images

Anatomical consistency in biomarker segmentation is crucial for many medical image analysis tasks. A promising paradigm for achieving anatomically consistent segmentation via deep networks is incorporating pixel connectivity, a basic concept in digital topology, to model inter-pixel relationships. H...

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Bibliographic Details
Main Authors: Yang, Ziyun, Farsiu, Sina
Format: Conference Proceeding
Language:English
Subjects:
cell microscopy
Codes
Computer vision
Feature extraction
Image analysis
Image segmentation
Medical and biological vision
Network topology
Topology
Online Access:Request full text
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