Peter W. Hallinan, Gaile Gordon, A. L. Yuille

Two- and Three-Dimensional Patterns of the Face

• Broschiertes Buch

Produktbeschreibung

The human face is perhaps the most familiar and easily recognized object in the world, yet both its three-dimensional shape and its two-dimensional images are complex and hard to characterize. This book develops the vocabulary of ridges and parabolic curves, of illumination eigenfaces and elastic warpings for describing the perceptually salient features of a face and its images. The book also explores the underlying mathematics and applies these mathematical techniques to the computer vision problem of face recognition, using both optical and range images.

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Produktdetails

• Verlag: A K Peters/CRC Press
• Seitenzahl: 272
• Erscheinungstermin: 2. Dezember 2019
• Englisch
• Abmessung: 229mm x 152mm x 15mm
• Gewicht: 399g
• ISBN-13: 9780367447588
• ISBN-10: 0367447584
• Artikelnr.: 58442542

Autorenporträt

Hallinan, Peter W.; Gordon, Gaile; Yuille, A. L.; Giblin, Peter; Mumford, David

Inhaltsangabe

1. Faces from a Pattern-Theoretic Perspective 2. Overview of Approaches to
Face Recognition 3. Modeling Variations in Illumination 4. Modeling
Variations in Geometry 5. Recognition from Image Data 6. Parabolic Curves
and Ridges on Surfaces 7. Sculpting a Surface 8. Finding Facial Features
from Range Data 9. Recognition from Range Data 10. What's Next?

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1. Faces from a Pattern-Theoretic Perspective 2. Overview of Approaches to Face Recognition 3. Modeling Variations in Illumination 4. Modeling Variations in Geometry 5. Recognition from Image Data 6. Parabolic Curves and Ridges on Surfaces 7. Sculpting a Surface 8. Finding Facial Features from Range Data 9. Recognition from Range Data 10. What's Next?