Human motion analysis: a review
Computer Vision and Image Understanding
Real-Time Fingertip Tracking and Gesture Recognition
IEEE Computer Graphics and Applications
Contour Tracking by Stochastic Propagation of Conditional Density
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume I - Volume I
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
Scale-Space '01 Proceedings of the Third International Conference on Scale-Space and Morphology in Computer Vision
Hands Tracking from Frontal View for Vision-Based Gesture Recognition
Proceedings of the 24th DAGM Symposium on Pattern Recognition
Cardboard People: A Parameterized Model of Articulated Image Motion
FG '96 Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96)
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
Real Time Face and Object Tracking as a Component of a Perceptual User Interface
WACV '98 Proceedings of the 4th IEEE Workshop on Applications of Computer Vision (WACV'98)
Virtual mouse vision based interface
Proceedings of the 9th international conference on Intelligent user interfaces
Bare-hand human-computer interaction
Proceedings of the 2001 workshop on Perceptive user interfaces
Visual tracking of bare fingers for interactive surfaces
Proceedings of the 17th annual ACM symposium on User interface software and technology
Fast 2D Hand Tracking with Flocks of Features and Multi-Cue Integration
CVPRW '04 Proceedings of the 2004 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'04) Volume 10 - Volume 10
Vision based GUI for interactive mobile robots
Proceedings of the 10th international conference on Intelligent user interfaces
Smart particle filtering for 3D hand tracking
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Capture and representation of human walking in live video sequences
IEEE Transactions on Multimedia
Plug&touch: a mobile interaction solution for large display via vision-based hand gesture detection
Proceedings of the 20th ACM international conference on Multimedia
A virtual touchscreen with depth recognition
AUIC '12 Proceedings of the Thirteenth Australasian User Interface Conference - Volume 126
| Hi-index | 0.00 |
Gesture input is a natural and effective interactive model. The tracking of deformable hand gesture is a very important task in gesture-based interaction. A novel real-time tracking approach is proposed to capture hand motion with single camera. It combines the characters of model-based and appearance-based method. The presented approach achieves auto-initialization by posture recognition and matching with image features. It solves the problem of interference among fingers successfully by the integration of K-Means clustering and Particle Filters. Moreover, tracking detection realizes resumption from tracking failure and automatic update of hand model. Experiments show that, the proposed method can achieve continuous real-time tracking of deformable hand gesture, and meets the requirements for gesture-based Human-Computer Interaction.