Readings in uncertain reasoning
Visual surveillance in a dynamic and uncertain world
Artificial Intelligence - Special volume on computer vision
Pfinder: Real-Time Tracking of the Human Body
IEEE Transactions on Pattern Analysis and Machine Intelligence
CONDENSATION—Conditional Density Propagation forVisual Tracking
International Journal of Computer Vision
The visual analysis of human movement: a survey
Computer Vision and Image Understanding
Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
Probabilistic Networks and Expert Systems
Probabilistic Networks and Expert Systems
Data Fusion for Sensory Information Processing Systems
Data Fusion for Sensory Information Processing Systems
Training Support Vector Machines: an Application to Face Detection
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
3-D model-based tracking of humans in action: a multi-view approach
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
Color-Based Hands Tracking System for Sign Language Recognition
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
Tracking and Segmenting People in Varying Lighting Conditions Using Colour
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
Tracking Hand Dynamics in Unconstrained Environments
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
Understanding Purposeful Human Motion
MPEOPLE '99 Proceedings of the IEEE International Workshop on Modelling People
Robust Finger Tracking with Multiple Cameras
RATFG-RTS '99 Proceedings of the International Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems
Deformable Model and HMM-Based Tracking, Analysis, and Recognition of Gestures and Faces
RATFG-RTS '99 Proceedings of the International Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems
Dynamic Feature Ordering for Efficient Registration
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Hands Tracking from Frontal View for Vision-Based Gesture Recognition
Proceedings of the 24th DAGM Symposium on Pattern Recognition
Face tracking using mean-shift algorithm: a fuzzy approach for boundary detection
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
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Robustly tracking people in visual scenes is an important task for surveillance, human-computer interfaces and visually mediated interaction. Existing attempts at tracking a person's head and hands deal with ambiguity, uncertainty and noise by intrinsically assuming a consistently continuous visual stream and/or exploiting depth information. We present a method for tracking the head and hands of a human subject from a single view with no constraints on the continuity of motion. Hence the tracker is appropriate for real-time applications in which the availability of visual data is constrained, and motion is discontinuous. Rather than relying on spatio-temporal continuity and complex 3D models of the human body, a Bayesian Belief Network deduces the body part positions by fusing colour, motion and coarse intensity measurements with contextual semantics.