Spectral Geometric Descriptor for Deformable 3D Shape Matching and Retrieval

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Image Analysis and Recognition (ICIAR 2013)

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 7950))

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Abstract

We propose a spectral-geometric skeletal graph for nonrigid 3D shape retrieval. The skeleton is constructed from the isocontours of the second eigenfunction of the Laplace-Beltrami operator. We also introduce a graph matching mechanism based on a dissimilarity between the endpoints of the skeletal graph. Experimental results on a database of 3D models demonstrate the feasibility of our proposed framework.

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Kacem, A., Mohamed, W., Hamza, A.B. (2013). Spectral Geometric Descriptor for Deformable 3D Shape Matching and Retrieval. In: Kamel, M., Campilho, A. (eds) Image Analysis and Recognition. ICIAR 2013. Lecture Notes in Computer Science, vol 7950. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-39094-4_21

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  • DOI: https://doi.org/10.1007/978-3-642-39094-4_21

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-39093-7

  • Online ISBN: 978-3-642-39094-4

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