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Separating shape and pose variations

Dias, MB; Buxton, BF; (2004) Separating shape and pose variations. ELSEVIER SCIENCE BV

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We have integrated a coupled-view Flexible Shape Model (FSM) and the Linear Combination of Views (LCV) technique to form an Integrated Shape and Pose Model (ISPM) of a 3D deformable object. The ISPM describes the object's intrinsic shape variations via the coupled-view FSM, while modelling its extrinsic pose variations via the LCV technique, all in a 2D image context. This enables us to model pose and shape independently in 2D. Our main contribution is the pose-alignment algorithm that separates pose and shape information. Some preliminary results are provided. (C) 2004 Elsevier B.V. All rights reserved.

Type: Report
Title: Separating shape and pose variations
DOI: 10.1016/j.imavis.2004.02.002
Keywords: flexible shape models, linear combination of views, trifocal tensor, facial expression analysis
UCL classification: UCL > School of BEAMS > Faculty of Engineering Science
UCL > School of BEAMS > Faculty of Engineering Science > Computer Science
URI: http://discovery.ucl.ac.uk/id/eprint/155633
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