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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Breuer, P. Kwang-In Kim Kienzle, W. Scholkopf, B. Blanz, V. |
| Copyright Year | 2008 |
| Description | Author affiliation: Univ. of Siegen, Siegen (Breuer, P.; Blanz, V.) || Max Planck Inst. for Biol. Cybern. (Kwang-In Kim; Kienzle, W.; Scholkopf, B.) |
| Abstract | This paper presents a fully automated algorithm for reconstructing a textured 3D model of a face from a single photograph or a raw video stream. The algorithm is based on a combination of Support Vector Machines (SVMs) and a Morphable Model of 3D faces. After SVM face detection, individual facial features are detected using a novel regression- and classification-based approach, and probabilistically plausible configurations of features are selected to produce a list of candidates for several facial feature positions. In the next step, the configurations of feature points are evaluated using a novel criterion that is based on a Morphable Model and a combination of linear projections. To make the algorithm robust with respect to head orientation, this process is iterated while the estimate of pose is refined. Finally, the feature points initialize a model-fitting procedure of the Morphable Model. The result is a high resolution 3D surface model. |
| Sponsorship | City of Amsterdam |
| Starting Page | 1 |
| Ending Page | 8 |
| File Size | 3944173 |
| Page Count | 8 |
| File Format | |
| ISBN | 9781424421534 |
| DOI | 10.1109/AFGR.2008.4813339 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2008-09-17 |
| Publisher Place | Netherlands |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Image reconstruction Face detection Support vector machines Shape Support vector machine classification Deformable models Streaming media Computer vision Biological system modeling Facial features |
| Content Type | Text |
| Resource Type | Article |
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