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Hits 1 – 2 of 2
1
A Multiresolution 3D Morphable Face Model and Fitting Framework
Huber, Patrik
;
Hu, Guosheng
;
Tena, Rafael
. - : SciTePress, 2016
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2
A multiresolution 3D morphable face model and fitting framework
Huber, Patrik
;
Hu, Guosheng
;
Tena, Rafael
;
Mortazavian, Pouria
;
Koppen, Willem
;
Christmas, William
;
Rätsch, Matthias
;
Kittler, Josef
. - : Setúbal, Portugal : SCITEPRESS, 2016
Abstract:
3D morphable face models are a powerful tool in computer vision. They consist of a PCA model of face shape and colour information and allow to reconstruct a 3D face from a single 2D image. 3D morphable face models are used for 3D head pose estimation, face analysis, face recognition, and, more recently, facial landmark detection and tracking. However, they are not as widely used as 2D methods - the process of building and using a 3D model is much more involved. In this paper, we present the Surrey Face Model, a multi resolution 3D morphable model that we make available to the public for non-commercial purposes. The model contains different mesh resolution levels and landmark point annotations as well as metadata for texture remapping. Accompanying the model is a lightweight open-source C++ library designed with simplicity and ease of integration as its foremost goals. In addition to basic functionality, it contains pose estimation and face frontalisation algorithms. With the tools presented in this paper, we aim to close two gaps. First, by offering different model resolution levels and fast fitting functionality, we enable the use of a 3D Morphable Model in time-critical applications like tracking. Second, the software library makes it easy for the community to adopt the 3D morphable face model in their research, and it offers a public place for collaboration.
Keyword:
ddc:620
URL:
https://publikationen.reutlingen-university.de/frontdoor/index/index/docId/1216
https://doi.org/10.5220/0005669500790086
https://nbn-resolving.org/urn:nbn:de:bsz:rt2-opus4-12167
https://publikationen.reutlingen-university.de/files/1216/1216.pdf
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