The Spiral Facets: A Compact 3D Facial Mesh Surface Representation and Its Applications

Naoufel Werghi, Harish Bhaskar, Mohamed Khamis Naqbi, Youssef Meguebli, Haykel Boukadida

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

In this paper we introduce the spiral facets framework as a novel mechanism of encoding 3D facial triangular mesh surface that incorporates crucial 3D face shape information by exploiting specific arrangement patterns of facets in the mesh model. The spiral facets framework is characterized by its simplicity and in the ability of adapting it for several useful applications within the domain of 3D face recognition. This paper will introduce the framework and study in detail the properties of the spiral facets that make it suitable for applications including frontal face extraction, estimation of face pose, facial feature extraction and face alignment. We validate the stability and the robustness of our framework against different system level parameters through experimentation with raw 3D mesh surfaces obtained from both globally available datasets and in-house 3D scanned data. Our results demonstrate that the spiral facets framework is a simple and compact representation that encompasses rich shape information that can be usefully deployed both locally and globally across the 3D face in comparison to other standard representations.

Original languageBritish English
Title of host publicationComputer Vision, Imaging and Computer Graphics Theory and Applications
Subtitle of host publicationInternational Joint Conference, VISIGRAPP 2011 Vilamoura, Portugal, March 5-7, 2011 Revised Selected Papers
PublisherSpringer Verlag
Pages203-224
Number of pages22
ISBN (Print)9783642323492
DOIs
StatePublished - 2013

Publication series

NameCommunications in Computer and Information Science
Volume274
ISSN (Print)1865-0929

Keywords

  • 3D face descriptors
  • 3D face orientation
  • Cubic spline
  • Feature localization
  • Geodesic curves
  • Spiral facets

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