Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning Patterns of Activity Using Real-Time Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Detection in Color Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Incremental Learning Method for Face Recognition under Continuous Video Stream
FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
Video-Based Online Face Recognition Using Identity Surfaces
RATFG-RTS '01 Proceedings of the IEEE ICCV Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems (RATFG-RTS'01)
Probabilistic recognition of human faces from video
Computer Vision and Image Understanding - Special issue on Face recognition
A System Identification Approach for Video-based Face Recognition
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 4 - Volume 04
Robust Estimation of Background for Fixed Cameras
CIC '06 Proceedings of the 15th International Conference on Computing
Journal of Cognitive Neuroscience
A decision fusion system across time and classifiers for audio-visual person identification
CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
Video-based face recognition using probabilistic appearance manifolds
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern 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
Kalman tracking with target feedback on adaptive background learning
MLMI'06 Proceedings of the Third international conference on Machine Learning for Multimodal Interaction
Visual tracking and recognition using appearance-adaptive models in particle filters
IEEE Transactions on Image Processing
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Many artificial intelligence applications rely on the ability to locate and recognize the people that are using the provided service. The involved tracking and recognition tasks are grossly different from those of the typical security application. The people are recorded from far away and act naturally. On the other hand, there is typically more than one sensor recording them and the decisions are based on some video stream, not on a single frame. This chapter addresses far-field unconstrained person tracking and video-to-video recognition, effectively answering the questions where are the humans, and who are they.