3D face modeling, analysis and recognition

3D face modeling, analysis and recognition

by Daoudi, Mohamed,, Ph. D.

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Presents methodologies for modeling, analysis and recognition of shapes of facial surfaces, from fundamental ideas in geometry and shape analysis, to cutting-edge applications This text presents methodologies for analyzing shapes of facial surfaces, develops computational tools for analyzing 3D face data, and illustrates them using state-of-the-art applications. The methodologies chosen are based on efficient representations, metrics, comparisons, and classifications of features that are especi…

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Title Statements

  • Full title :3D face modeling, analysis and recognition / by Mohamed Daoudi, Anuj Srivastava, Remco Veltkamp.

Summary

Presents methodologies for modeling, analysis and recognition of shapes of facial surfaces, from fundamental ideas in geometry and shape analysis, to cutting-edge applications This text presents methodologies for analyzing shapes of facial surfaces, develops computational tools for analyzing 3D face data, and illustrates them using state-of-the-art applications. The methodologies chosen are based on efficient representations, metrics, comparisons, and classifications of features that are especially relevant in the context of 3D measurements of human faces. These frameworks hav.

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Edition Statements

  • Publication Date:2013.

Publication Statements

  • Publisher(s):Wiley-Blackwell
  • Place of Publication:Chichester
  • Language:eng
  • Publication Date:2013.

The Physical Object

  • Description:1 online resource (1 volume)

Edition Identifiers

  • ISBN:1118592646, 9781118592649
  • oclc:ocn859886847
  • LC Classification:TA1637 .D365 2013
  • Dewey Decimal:006.42

Table of Contents

3D FACE MODELING, ANALYSIS AND RECOGNITION; Contents; Preface; List of Contributors; 1 3D Face Modeling; 1.1 Challenges and Taxonomy of Techniques; 1.2 Background; 1.2.1 Depth from Triangulation; 1.2.2 Shape from Shading; 1.2.3 Depth from Time of Flight (ToF); 1.3 Static 3D Face Modeling; 1.3.1 Laser-stripe Scanning; 1.3.2 Time-coded Structured Light; 1.3.3 Multiview Static Reconstruction; 1.4 Dynamic 3D Face Reconstruction; 1.4.1 Multiview Dynamic Reconstruction; 1.4.2 Photometric Stereo; 1.4.3 Structured Light; 1.4.4 Spacetime Faces; 1.4.5 Template-based Post-processing.

1.5 Summary and ConclusionsExercises; References; 2 3D Face Surface Analysis and Recognition Based on Facial Surface Features; 2.1 Geometry of 3D Facial Surface; 2.1.1 Primary 3D Surface Representations; 2.1.2 Rigid 3D Transformations; 2.1.3 Decimation of 3D Surfaces; 2.1.4 Geometric and Topological Aspects of the Human Face; 2.2 Curvatures Extraction from 3D Face Surface; 2.2.1 Theoretical Concepts on 3D Curvatures; 2.2.2 Practical Curvature Extraction Methods; 2.3 3D Face Segmentation; 2.3.1 Curvature-based 3D Face Segmentation; 2.3.2 Bilateral Profile-based 3D Face Segmentation.

2.4 3D Face Surface Feature …

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Subjects

Human face recognition (Computer scienc… Reconnaissance faciale (Informatique)

Writers

Daoudi, Mohamed,, Ph. D. Srivastava, Anuj Veltkamp, Remco C.

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