IEEE Computer Graphics and Applications
CONDENSATION—Conditional Density Propagation forVisual Tracking
International Journal of Computer Vision
ICONDENSATION: Unifying Low-Level and High-Level Tracking in a Stochastic Framework
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume I - Volume I
An Appearance-Based Framework for 3D Hand Shape Classification and Camera Viewpoint Estimation
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
Visual Hand Tracking Using Nonparametric Belief Propagation
CVPRW '04 Proceedings of the 2004 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'04) Volume 12 - Volume 12
Appearance-Guided Particle Filtering for Articulated Hand Tracking
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Analyzing and Capturing Articulated Hand Motion in Image Sequences
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Review on Vision-Based Full DOF Hand Motion Estimation
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Workshops - Volume 03
Fast stochastic optimization for articulated structure tracking
Image and Vision Computing
Smart particle filtering for high-dimensional tracking
Computer Vision and Image Understanding
A Framework for 3D Hand Tracking and Gesture Recognition using Elements of Genetic Programming
CRV '07 Proceedings of the Fourth Canadian Conference on Computer and Robot Vision
3D Hand Model Fitting for Virtual Keyboard System
WACV '07 Proceedings of the Eighth IEEE Workshop on Applications of Computer Vision
Estimating 3D hand pose using hierarchical multi-label classification
Image and Vision Computing
Vision-based hand pose estimation: A review
Computer Vision and Image Understanding
Smart particle filtering for 3D hand tracking
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
3-D hand posture recognition by training contour variation
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Hand pose estimation by combining fingertip tracking and articulated ICP
Proceedings of the 11th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry
Hand posture recognition from disparity cost map
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Model-based hand pose estimation via spatial-temporal hand parsing and 3D fingertip localization
The Visual Computer: International Journal of Computer Graphics
Gravity optimised particle filter for hand tracking
Pattern Recognition
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Vision-based hand motion capturing approaches play a critical role in human computer interface owing to its non-invasiveness, cost effectiveness, and user friendliness. This work presents a multi-view vision-based method to capture hand motion. A 3-D hand model with structural and kinematical constraints is developed to ensure that the proposed hand model behaves similar to an ordinary human hand. Human hand motion in a high degree of freedom space is estimated by developing a separable state based particle filtering (SSBPF) method to track the finger motion. By integrating different features, including silhouette, Chamfer distance, and depth map in different view angles, the proposed motion tracking system can capture the hand motion parameter effectively and solve the self-occlusion problem of the finger motion. Experimental results indicate that the hand joint angle estimation generates an average error of 11^o.