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Detail publikace
MRÁČEK, Š. BUSCH, C. DVOŘÁK, R. DRAHANSKÝ, M.
Originální název
Inspired by Bertillon - Recognition Based on Anatomical Features from 3D Face Scans
Typ
článek ve sborníku ve WoS nebo Scopus
Jazyk
angličtina
Originální abstrakt
We present an automatic 3D face recognition algorithm that is inspired by Alphonse Bertillon's anthropometry. Our recognition pipeline consists of several steps. First, the facial landmarks such as the tip of the nose or the inner eye corners are detected. Subsequently the head rotation is compensated during the orientation normalization process. The facial features are extracted by performing 61 different measures. We also present a feature evaluation function that rates individual components of the feature vector. Finally, our results are compared with two other 3D face recognition methods. We show that the multi-algorithmic system consisting of the anatomical-based recognition together with the eigenfaces method and the recognition using histogram-based features reaches significantly better results than any of the employed methods individually.
Klíčová slova
Biometry, Anthropometry, Face Recognition, FRGC, 3D Face
Autoři
MRÁČEK, Š.; BUSCH, C.; DVOŘÁK, R.; DRAHANSKÝ, M.
Rok RIV
2011
Vydáno
18. 5. 2011
Nakladatel
Gjovik University College
Místo
Gjovik
ISBN
978-82-91313-67-2
Kniha
Proceedings of the 3rd International Workshop on Security and Communication Networks
Strany od
53
Strany do
58
Strany počet
6
BibTex
@inproceedings{BUT76406, author="Štěpán {Mráček} and Christoph {Busch} and Radim {Dvořák} and Martin {Drahanský}", title="Inspired by Bertillon - Recognition Based on Anatomical Features from 3D Face Scans", booktitle="Proceedings of the 3rd International Workshop on Security and Communication Networks", year="2011", pages="53--58", publisher="Gjovik University College", address="Gjovik", doi="10.1109/IWSCN.2011.6827717", isbn="978-82-91313-67-2" }