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3D Face Recognition

Biometric Recognition of 3D Faces - a face recognition method based on the anatomical face features

Language EnglishEnglish
Book Paperback
Book 3D Face Recognition t pán Mrá ek
Libristo code: 06957845
Publishers LAP Lambert Academic Publishing, November 2010
This work is about biometric 3D face recognition. General biometric systems as well as specific tech... Full description
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This work is about biometric 3D face recognition. General biometric systems as well as specific techniques used in 2D and 3D face recognition are described. An automatic modular 3D face recognition method is proposed. First, facial landmarks are located on the face surface and the three dimensional model is aligned to a predefined position. After that, the input probe scan is compared to the gallery template. There are three fundamental face recognition algorithms employed during this process - the eigenface method (PCA), the recognition using histogram-based features, and the recognition based on the anatomical-Bertillon face features. The decision module fuses the scores provided by the utilized recognition techniques finally. The resulting performance is better than any of utilized recognition algorithms.

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About the book

Full name 3D Face Recognition
Language English
Binding Book - Paperback
Date of issue 2011
Number of pages 92
EAN 9783846544501
Libristo code 06957845
Weight 155
Dimensions 150 x 220 x 6
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