PRINCIPAL GEODESIC ANALYSIS BOUNDARY DELINEATION WITH SUPERPIXEL-BASED CONSTRAINTS

In this paper an algorithm for accurate delineation of object boundaries is proposed. The method employs a superpixel algorithm to obtain an oversegmentation of the input image, used as a constraint in the task. A shape model is built by applying Principal Geodesic Analysis on angular representation...

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Bibliographic Details
Main Authors: Mateusz Baran, Zbisław Tabor
Format: Article
Language:English
Published: Slovenian Society for Stereology and Quantitative Image Analysis 2017-12-01
Series:Image Analysis and Stereology
Subjects:
Online Access:https://www.ias-iss.org/ojs/IAS/article/view/1712