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Twofold consensus for boundary detection ground truth

delete2016-04-01
delete11
PRE
AI
C
Carlos López-Molina *
B
Bernard De Baets
H
Humberto Bustince
DOI:10.1016/j.knosys.2016.01.033delete
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摘要

摘要

En 中文
In the evaluation of boundary detection methods it is common to use as ground truth a set of boundary images that are hand-made by human experts. This work proposes a novel representation of this ground truth. More specifically, we propose to combine the hand-made boundary images into a set-based consensus, which is constructed from the concordances and discordances among the images. We study the theoretical and visual properties of this consensus and present an application to boundary image quality evaluation. (C) 2016 Elsevier B.V. All rights reserved.
Keyword:
Boundary detection
Quality evaluation
Binary image
Consensus image
Ground truth
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期刊

K
Knowledge-Based Systems
IF:
7.6
论文数:
1.3W
被引数:
4.5W

机构

G
Ghent University
学者数:
5.2W
论文数: 4.5W
被引数: 5.5W
Universidad Publica de Navarra 封面图
Universidad Publica de Navarra
学者数:
4.0K
论文数: 3.6K
被引数: 3.2K
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