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» Appearance Manifold of Facial Expression
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CVPR
2008
IEEE
14 years 7 days ago
3D face tracking and expression inference from a 2D sequence using manifold learning
We propose a person-dependent, manifold-based approach for modeling and tracking rigid and nonrigid 3D facial deformations from a monocular video sequence. The rigid and nonrigid ...
Wei-Kai Liao, Gérard G. Medioni
CVPR
2003
IEEE
14 years 7 months ago
Video-Based Face Recognition Using Probabilistic Appearance Manifolds
This paper presents a novel method to model and recognize human faces in video sequences. Each registered person is represented by a low-dimensional appearance manifold in the amb...
Kuang-Chih Lee, Jeffrey Ho, Ming-Hsuan Yang, David...
DICTA
2003
13 years 7 months ago
Face Recognition: A Comparison of Appearance-Based Approaches
  We  investigate  the  effect  of  image  processing  techniques  when  applied as a pre-processing step to three methods of face recognition: the direct  c...
Thomas Heseltine, Nick Pears, Jim Austin, Zezhi Ch...
ACCV
2007
Springer
13 years 12 months ago
Analyzing Facial Expression by Fusing Manifolds
Feature representation and classification are two major issues in facial expression analysis. In the past, most methods used either holistic or local representation for analysis. ...
Wen-Yan Chang, Chu-Song Chen, Yi-Ping Hung
CVPR
2012
IEEE
11 years 8 months ago
Multi-output Laplacian dynamic ordinal regression for facial expression recognition and intensity estimation
Automated facial expression recognition has received increased attention over the past two decades. Existing works in the field usually do not encode either the temporal evolutio...
Ognjen Rudovic, Vladimir Pavlovic, Maja Pantic