Protrusion-oriented 3D mesh segmentation |
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Authors: | Alexander Agathos Ioannis Pratikakis Stavros Perantonis Nickolas S Sapidis |
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Affiliation: | 1. Computational Intelligence Laboratory, Institute of Informatics and Telecommunications, NCSR ‘Demokritos’, Athens, Greece 2. Department of Product and Systems Design Engineering, University of the Aegean, Mytilene, Greece
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Abstract: | In this paper, we present a segmentation algorithm which partitions a mesh based on the premise that a 3D object consists
of a core body and its constituent protrusible parts. Our approach is based on prominent feature extraction and core approximation
and segments the mesh into perceptually meaningful components. Based upon the aforementioned premise, we present a methodology
to compute the prominent features of the mesh, to approximate the core of the mesh and finally to trace the partitioning boundaries
which will be further refined using a minimum cut algorithm. Although the proposed methodology is aligned with a general framework
introduced by Lin et al. (IEEE Trans. Multimedia 9(1):46–57, 2007), new approaches have been introduced for the implementation of distinct stages of the framework leading to improved efficiency
and robustness. The evaluation of the proposed algorithm is addressed in a consistent framework wherein a comparison with
the state of the art is performed. |
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Keywords: | |
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