Publication detail

3D Face Recognition

MRÁČEK, Š.

Original Title

3D Face Recognition

Type

book

Language

English

Original Abstract

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.

Keywords

Biometrics, Face Recognition, 3D Face

Authors

MRÁČEK, Š.

RIV year

2011

Released

17. 11. 2011

Publisher

Lambert Academic Publishing

Location

Saarbrücken

ISBN

978-3-8465-4450-1

Pages count

81

URL

https://www.lap-publishing.com/catalog/details/store/ru/book/978-3-8465-4450-1/3d-face-recognition

BibTex

@book{BUT91123,
  author="Štěpán {Mráček}",
  title="3D Face Recognition",
  year="2011",
  publisher="Lambert Academic Publishing",
  address="Saarbrücken",
  pages="81",
  isbn="978-3-8465-4450-1",
  url="https://www.lap-publishing.com/catalog/details/store/ru/book/978-3-8465-4450-1/3d-face-recognition"
}