Towards building a 4D morphable face model

Martin Breidt; Heinrich H. Bülthoff; Cristóbal Curio

doi:10.1145/1924035.1924038

Towards building a 4D morphable face model

Martin Breidt, Heinrich H. Bülthoff, Cristóbal Curio

Department of Brain and Cognitive Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Morphable models have proven to be very successful for analyzing and synthesizing 2D and 3D recordings of faces. They are used extensively in computer vision, computer graphics as well as in psychology research. The growing interest in extending this work from static to dynamic faces [Curio et al. 2010] has led us to build a large database of three-dimensional facial deformation data. In comparison to other databases, this database contains a large corpus of facial deformations that were carefully put into dense correspondence. From that we can obtain generative facial expression models to build a "4D Morphable Face Model", extending previous work for identity [Blanz and Vetter 1999].

Original language	English
Title of host publication	Proceedings - FAA 2010
Subtitle of host publication	ACM/SSPNET 2nd International Symposium on Facial Analysis and Animation
Number of pages	1
DOIs	https://doi.org/10.1145/1924035.1924038
Publication status	Published - 2010
Event	ACM/SSPNET 2nd International Symposium on Facial Analysis and Animation, FAA 2010 - Edinburgh, United Kingdom Duration: 2010 Oct 21 → 2010 Oct 21

Publication series

Name	ACM International Conference Proceeding Series

Other

Other	ACM/SSPNET 2nd International Symposium on Facial Analysis and Animation, FAA 2010
Country/Territory	United Kingdom
City	Edinburgh
Period	10/10/21 → 10/10/21

ASJC Scopus subject areas

Software
Human-Computer Interaction
Computer Vision and Pattern Recognition
Computer Networks and Communications

Access to Document

10.1145/1924035.1924038

Cite this

Breidt, M, Bülthoff, HH & Curio, C 2010, Towards building a 4D morphable face model. in Proceedings - FAA 2010: ACM/SSPNET 2nd International Symposium on Facial Analysis and Animation. ACM International Conference Proceeding Series, ACM/SSPNET 2nd International Symposium on Facial Analysis and Animation, FAA 2010, Edinburgh, United Kingdom, 10/10/21. https://doi.org/10.1145/1924035.1924038

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title = "Towards building a 4D morphable face model",

abstract = "Morphable models have proven to be very successful for analyzing and synthesizing 2D and 3D recordings of faces. They are used extensively in computer vision, computer graphics as well as in psychology research. The growing interest in extending this work from static to dynamic faces [Curio et al. 2010] has led us to build a large database of three-dimensional facial deformation data. In comparison to other databases, this database contains a large corpus of facial deformations that were carefully put into dense correspondence. From that we can obtain generative facial expression models to build a {"}4D Morphable Face Model{"}, extending previous work for identity [Blanz and Vetter 1999].",

author = "Martin Breidt and B{\"u}lthoff, {Heinrich H.} and Crist{\'o}bal Curio",

year = "2010",

doi = "10.1145/1924035.1924038",

language = "English",

isbn = "9781450305228",

series = "ACM International Conference Proceeding Series",

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note = "ACM/SSPNET 2nd International Symposium on Facial Analysis and Animation, FAA 2010 ; Conference date: 21-10-2010 Through 21-10-2010",

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AU - Bülthoff, Heinrich H.

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N2 - Morphable models have proven to be very successful for analyzing and synthesizing 2D and 3D recordings of faces. They are used extensively in computer vision, computer graphics as well as in psychology research. The growing interest in extending this work from static to dynamic faces [Curio et al. 2010] has led us to build a large database of three-dimensional facial deformation data. In comparison to other databases, this database contains a large corpus of facial deformations that were carefully put into dense correspondence. From that we can obtain generative facial expression models to build a "4D Morphable Face Model", extending previous work for identity [Blanz and Vetter 1999].

AB - Morphable models have proven to be very successful for analyzing and synthesizing 2D and 3D recordings of faces. They are used extensively in computer vision, computer graphics as well as in psychology research. The growing interest in extending this work from static to dynamic faces [Curio et al. 2010] has led us to build a large database of three-dimensional facial deformation data. In comparison to other databases, this database contains a large corpus of facial deformations that were carefully put into dense correspondence. From that we can obtain generative facial expression models to build a "4D Morphable Face Model", extending previous work for identity [Blanz and Vetter 1999].

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ER -

Towards building a 4D morphable face model

Abstract

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