Exemplar-Based Face Recognition from Video
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Appearance-Based 3-D Face Recognition from Video
Proceedings of the 24th DAGM Symposium on Pattern Recognition
Sequential Monte Carlo Tracking of Body Parameters in a Sub-Space
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Model generation for video-based object recognition
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Identity Management in Face Recognition Systems
Biometrics and Identity Management
Combining appearance and motion for face and gender recognition from videos
Pattern Recognition
A wavelet subspace method for real-time face tracking
Real-Time Imaging
Tracking human heads based on interaction between hypotheses with certainty
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Bootstrapping sequential monte carlo tracking
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Learning personal specific facial dynamics for face recognition from videos
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
Face recognition in videos using adaptive graph appearance models
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
From still image to video-based face recognition: an experimental analysis
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Video-based face recognition using adaptive hidden markov models
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Video based face recognition using graph matching
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Face recognition from still images to video sequences: a local-feature-based framework
Journal on Image and Video Processing - Special issue on advanced video-based surveillance
Automatic segmentation of characteristic areas of the human head on thermographic images
Machine Graphics & Vision International Journal
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Analyzing facial behavioral features from videos
HBU'11 Proceedings of the Second international conference on Human Behavior Unterstanding
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The aim of this work is to investigate how to exploit the temporal information in a video sequence for the task of face recognition. Following the approach in \cite{BXLi00}, we propose a probabilistic model parameterized by a tracking state vector and a recognizing identity variable, simultaneously characterizing the kinematics and identity of humans. We then invoke a CONDENSATION \cite{Isar96} approach to provide a numerical solution to the model. Once the joint posterior distribution of the state vector and the identity variable is estimated, we marginalize it over the state vector to yield a robust estimate of the posterior distribution of the identity variable. Due to the propagation of identity and dynamics, a degeneracy in the posterior distribution of the identity variable is achieved to give improved recognition. This evolving behavior is characterized using changes in entropy. The effectiveness of this approach is illustrated using experimental results on low-resolution video data.