Article ID Journal Published Year Pages File Type
402533 Knowledge-Based Systems 2016 10 Pages PDF
Abstract

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.

Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence
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