Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation

Standard registration algorithms need to be independently applied to each surface to register, following careful pre-processing and hand-tuning. Recently, learning-based approaches have emerged that reduce the registration of new scans to running inference with a previously-trained model. The potent...

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Bibliographic Details
Published in:	International journal of computer vision Vol. 129; no. 9; pp. 2680 - 2713
Main Authors:	Bahri, Mehdi, O’ Sullivan, Eimear, Gong, Shunwang, Liu, Feng, Liu, Xiaoming, Bronstein, Michael M., Zafeiriou, Stefanos
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.09.2021 Springer Springer Nature B.V
Subjects:	Activities and Shape in 3D Algorithms Artificial Intelligence Biometry Coders Computer Imaging Computer Science Data mining Datasets Deep learning Encoders-Decoders Finite element method Image Processing and Computer Vision Inference Machine learning Morphing Motion Optimization Parameter robustness Pattern Recognition Pattern Recognition and Graphics Registration Robustness Special Issue on Human Pose Vision Generative modeling Non linear morphable models Face modeling Point cloud Surface registration Graph neural network
ISSN:	0920-5691, 1573-1405
Online Access:	Get full text
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