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Proceedings of the 6th ACM international conference on Image and video retrieval
Learning to Transform Time Series with a Few Examples
IEEE Transactions on Pattern Analysis and Machine Intelligence
Improving geodesic distance estimation based on locally linear assumption
Pattern Recognition Letters
Apperance-Based Tracking and Face Identification in Video Sequences
AMDO '08 Proceedings of the 5th international conference on Articulated Motion and Deformable Objects
A pose-wise linear illumination manifold model for face recognition using video
Computer Vision and Image Understanding
User Verification by Combining Speech and Face Biometrics in Video
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Online updating appearance generative mixture model for meanshift tracking
Machine Vision and Applications
Efficient illumination independent appearance-based face tracking
Image and Vision Computing
Approximate Bayesian methods for kernel-based object tracking
Computer Vision and Image Understanding
Sparse Representation for Video-Based Face Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Robust object tracking with a case-base updating strategy
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Temporal normalization of videos using visual speech
MiFor '09 Proceedings of the First ACM workshop on Multimedia in forensics
Audio-guided video-based face recognition
IEEE Transactions on Circuits and Systems for Video Technology
Tracking nonstationary visual appearances by data-driven adaptation
IEEE Transactions on Image Processing
A new partially occluded face pose recognition
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Face and gesture-based interaction for displaying comic books
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
Adaptive appearance model and condensation algorithm for robust face tracking
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
An evaluation of video-to-video face verification
IEEE Transactions on Information Forensics and Security
Online learning from local features for video-based face recognition
Pattern Recognition
Incremental Tensor Subspace Learning and Its Applications to Foreground Segmentation and Tracking
International Journal of Computer Vision
Adaptive multi-cue tracking by online appearance learning
Neurocomputing
Robust auxiliary particle filter with an adaptive appearance model for visual tracking
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Recent advances and trends in visual tracking: A review
Neurocomputing
Face recognition from video using the generic shape-illumination manifold
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Unfolding a face: from singular to manifold
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Incremental multi-view face tracking based on general view manifold
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Multi-eigenspace learning for video-based face recognition
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Video-based face tracking and recognition on updating twin GMMs
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Pose-invariant face recognition in videos for human-machine interaction
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume 2
A survey of appearance models in visual object tracking
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Proceedings of the 2013 Conference on Eye Tracking South Africa
Multi-local model image set matching based on domain description
Pattern Recognition
Co-trained generative and discriminative trackers with cascade particle filter
Computer Vision and Image Understanding
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This paper presents an online learning algorithm to construct from video sequences an image-based representation that is useful for recognition and tracking. For a class of objects (e.g., human faces), a generic representation of the appearances of the class is learned off-line. From video of an instance of this class (e.g., a particular person), an appearance model is incrementally learned on-line using the prior generic model and successive frames from the video. More specifically, both the generic and individual appearances are represented as an appearance manifold that is approximated by a collection of sub-manifolds (named pose manifolds) and the connectivity between them. In turn, each sub-manifold is approximated by a low-dimensional linear sub-space while the connectivity is modeled by transition probabilities between pairs of sub-manifolds. We demonstrate that our online learning algorithm constructs an effective representation for face tracking, and its use in video-based face recognition compares favorably to the representation constructed with a batch technique.