Gesture-based interaction with a pet robot
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Qualitative Multi-scale Feature Hierarchies for Object Tracking
SCALE-SPACE '99 Proceedings of the Second International Conference on Scale-Space Theories in Computer Vision
Real-Time Hand and Head Tracking for Virtual Environments Using Infrared Beacons
CAPTECH '98 Proceedings of the International Workshop on Modelling and Motion Capture Techniques for Virtual Environments
Machine Vision and Applications
Hand Tracking Using Spatial Gesture Modeling and Visual Feedback for a Virtual DJ System
ICMI '02 Proceedings of the 4th IEEE International Conference on Multimodal Interfaces
Extraction of 3D Hand Shape and Posture from Image Sequences for Sign Language Recognition
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Pitching a baseball: tracking high-speed motion with multi-exposure images
ACM SIGGRAPH 2004 Papers
Analyzing and Capturing Articulated Hand Motion in Image Sequences
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recovering Articulated Pose: A Comparison of Two Pre and Postimposed Constraint Methods
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combining Generative and Discriminative Models in a Framework for Articulated Pose Estimation
International Journal of Computer Vision
Fast stochastic optimization for articulated structure tracking
Image and Vision Computing
Vision-based hand pose estimation: A review
Computer Vision and Image Understanding
Hand Motion Prediction for Distributed Virtual Environments
IEEE Transactions on Visualization and Computer Graphics
How to make a simple and robust 3D hand tracking device using a single camera
ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
Nearest neighbor search methods for handshape recognition
Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments
A new compositional technique for hand posture recognition
ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
HandPuppet3D: Motion capture and analysis for character animation
Artificial Intelligence Review
Hand posture recognition in video using multiple cues
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
A compositional technique for hand posture recognition: new results
WSEAS TRANSACTIONS on COMMUNICATIONS
A variational approach to monocular hand-pose estimation
Computer Vision and Image Understanding
A hand gesture recognition system based on local linear embedding
Journal of Visual Languages and Computing
Hand posture estimation in complex backgrounds by considering mis-match of model
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Resolving stereo matching errors due to repetitive structures using model information
Pattern Recognition Letters
A database-based framework for gesture recognition
Personal and Ubiquitous Computing
Visual affect recognition
3D model-based hand tracking using stochastic direct search method
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
A fully automatic hand gesture recognition system for human-robot interaction
Proceedings of the Second Symposium on Information and Communication Technology
Visual hand posture recognition in monocular image sequences
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Template-based hand detection and tracking
ASB'03 Proceedings of the 1st international conference on Advanced Studies in Biometrics
A brief review of vision based hand gesture recognition
CSECS'11/MECHANICS'11 Proceedings of the 10th WSEAS international conference on Circuits, Systems, Electronics, Control & Signal Processing, and Proceedings of the 7th WSEAS international conference on Applied and Theoretical Mechanics
Motion capture of hands in action using discriminative salient points
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
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In this paper we first describe how we have constructed a 3D deformable Point Distribution Model of the human hand, capturing training data semi-automatically from volume images via a physically-based model. We then show how we have attempted to use this model in tracking an unmarked hand moving with 6 degrees of freedom (plus deformation) in real time using a single video camera. In the course of this we show how to improve on a weighted least-squares pose parameter approximation at little computational cost. We note the successes and shortcomings of our system and discuss how it might be improved.