학술논문

Facial expression classification based on MPEG-4 FAPs: the use of evidence and prior knowledge for uncertainty removal
Document Type
Conference
Source
2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542) Fuzzy systems Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on. 1:51-54 vol.1 2004
Subject
Computing and Processing
MPEG 4 Standard
Financial advantage program
Uncertainty
Head
Cameras
Videoconference
Online Communities/Technical Collaboration
Vocabulary
Mouth
Atomic measurements
Language
ISSN
1098-7584
Abstract
As low resolution shots, rotations of the head with respect to the camera, face deformation due to speech and so on inflict a great deal of uncertainty in FAP measurements, uncertainty is also inherent in the process of expression analysis. We tackle such uncertainty via the observation that user emotions do not typically alter rapidly very often. Thus, possibilistic evidence may be gathered from each frame about the user expression; evidence from the current and recent frames can be combined using evidence theory.