Next Generation Face Tracking Technology Using AAM Techniques

This paper realizes an investigation of the active appearance model (AAM) techniques, with particular emphasis on problems related to the implementation of AAM in realtime face tracking applications for embedded systems. The paper includes (a) new training and model construction approaches for AAMs...

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Bibliographic Details
Main Authors: Corcoran, P., Ionita, M.C., Bacivarov, I.
Format: Conference Proceeding
Language:English
Subjects:
Active appearance model
Application software
Computer vision
Face detection
Facial animation
Head
Lighting
Robustness
Shape
Target tracking
Online Access:Request full text
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Summary:This paper realizes an investigation of the active appearance model (AAM) techniques, with particular emphasis on problems related to the implementation of AAM in realtime face tracking applications for embedded systems. The paper includes (a) new training and model construction approaches for AAMs with increased robustness to head pose variations and changes in the illumination conditions, and (b) a corresponding AAM-based face tracking scheme.
DOI:10.1109/ISSCS.2007.4292639