2006 IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS'06) Active Appearance Models for Automatic Fitting of 3D Morphable Models Sydney, NSW, Australia November 22-November 24 ISBN: 0-7695-2688-8
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/AVSS.2006.16
This paper presents a fast fitting method for 3D Morphable Models (3DMMs). In most cases fitting a Morphable Model to an image is done using slow non-linear optimization processes. We avoid this by introducing a relationship to Active Appearance Models (AAMs) that can be used to linearize the non-linear optimization problem of 3DMM fitting. Using the combination of a constrained AAM and closed form 2D-3D fitting method for 3DMMs we show that a perceptually close 3D shape can be extracted from the AAM fittings. We show preliminary results of the method and a simplified exterior orientation solution. Finally we conclude with a tracking algorithm that is based on the combination of the AAM and 3DMM, presenting the tracking and reconstruction errors.
Citation:
Nathan Faggian, Andrew P. Paplinski, Jamie Sherrah, "Active Appearance Models for Automatic Fitting of 3D Morphable Models," avss, pp.90, 2006 IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS'06), 2006 Usage of this product signifies your acceptance of the Terms of Use. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb