HeadFusion: 360 Head Pose Tracking Combining 3D Morphable Model and 3D Reconstruction

Head pose estimation is a fundamental task for face and social related research. Although 3D morphable model (3DMM) based methods relying on depth information usually achieve accurate results, they usually require frontal or mid-profile poses which preclude a large set of applications where such con...

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Bibliographic Details
Published in:IEEE transactions on pattern analysis and machine intelligence 2018-11, Vol.40 (11), p.2653-2667
Main Authors: Yu, Yu, Mora, Kenneth Alberto Funes, Odobez, Jean-Marc
Format: Article
Language:English
Subjects:
3D head reconstruction
3D morphable model
Adaptation models
Face
Head pose
Image reconstruction
Magnetic heads
Optical tracking
Pose estimation
Solid modeling
Three dimensional models
Three-dimensional displays
Visual observation
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