Kalman filtering: with real-time applications (2nd ed.)
Kalman filtering: with real-time applications (2nd ed.)
Digital image processing algorithms
Digital image processing algorithms
Statistical methods for speech recognition
Statistical methods for speech recognition
Tracking hands above large interactive surfaces with a low-cost scanning laser rangefinder
CHI 98 Cconference Summary on Human Factors in Computing Systems
EigenTracking: Robust Matching and Tracking of Articulated Objects Using a View-Based Representation
International Journal of Computer Vision
CONDENSATION—Conditional Density Propagation forVisual Tracking
International Journal of Computer Vision
Looking at People: Sensing for Ubiquitous and Wearable Computing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Visual Tracking of High DOF Articulated Structures: an Application to Human Hand Tracking
ECCV '94 Proceedings of the Third European Conference-Volume II on Computer Vision - Volume II
Segmentation and Tracking Using Color Mixture Models
ACCV '98 Proceedings of the Third Asian Conference on Computer Vision-Volume I - Volume I
Fast Tracking of Hands and Fingertips in Infrared Images for Augmented Desk Interface
FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
Tracking multiple objects in the presence of articulated and occluded motion
HUMO '00 Proceedings of the Workshop on Human Motion (HUMO'00)
System Architecture and Techniques for Gesture Recognition in Unconstraint Environments
VSMM '97 Proceedings of the 1997 International Conference on Virtual Systems and MultiMedia
Extraction of Hand Region and Specification of Finger Tips from Color Image
VSMM '97 Proceedings of the 1997 International Conference on Virtual Systems and MultiMedia
Proceedings of the 2001 workshop on Perceptive user interfaces
Pattern Recognition, Third Edition
Pattern Recognition, Third Edition
Propagation of Pixel Hypotheses for Multiple Objects Tracking
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Real time hand gesture recognition including hand segmentation and tracking
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
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A general hand-tracking algorithm is presented for tracking hands in bimanual movements. The problem is approached from a neuroscience point of view. Using a dynamic model and some motor control phenomena, the movement of the hands during a bimanual movement is recognised. By capturing the hands velocities and recognising the bimanual synchronisation, the hands are tracked and reacquired in different types of movements. This includes tracking hands when they are separated, and reacquiring them at the end of hand-hand occlusion. Different applications are demonstrated including active vision where the camera view direction and position change.