Robust regression and outlier detection
Robust regression and outlier detection
Computer graphics: principles and practice (2nd ed.)
Computer graphics: principles and practice (2nd ed.)
Three-dimensional computer vision: a geometric viewpoint
Three-dimensional computer vision: a geometric viewpoint
Hierarchical mixtures of experts and the EM algorithm
Neural Computation
Visual learning and recognition of 3-D objects from appearance
International Journal of Computer Vision
Visual Interpretation of Hand Gestures for Human-Computer Interaction: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Point Signatures: A New Representation for 3D Object Recognition
International Journal of Computer Vision
Real-Time American Sign Language Recognition Using Desk and Wearable Computer Based Video
IEEE Transactions on Pattern Analysis and Machine Intelligence
EM algorithms for PCA and SPCA
NIPS '97 Proceedings of the 1997 conference on Advances in neural information processing systems 10
A survey of free-form object representation and recognition techniques
Computer Vision and Image Understanding
Finding Pose of Hand in Video Images: A Stereo-Based Approach
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
Detection and Estimation of Pointing Gestures in Dense Disparity Maps
FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
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
Model-based tracking of self-occluding articulated objects
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Static Hand Gesture Recognition based on Local Orientation Histogram Feature Distribution Model
CVPRW '04 Proceedings of the 2004 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'04) Volume 10 - Volume 10
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
The Isometric Self-Organizing Map for 3D Hand Pose Estimation
FGR '06 Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition
Real-Time Imaging - Special issue on multi-dimensional image processing
Finger identification and hand posture recognition for human-robot interaction
Image and Vision Computing
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
Hand gesture recognition using depth data
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Robust hand gesture analysis and application in gallery browsing
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Features extraction from hand images based on new detection operators
Pattern Recognition
Utilizing invariant descriptors for finger spelling American sign language using SVM
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Interpreting dynamic meanings by integrating gesture and posture recognition system
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Human skeleton tracking from depth data using geodesic distances and optical flow
Image and Vision Computing
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Hand pose estimation and hand shape classification using multi-layered randomized decision forests
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Detecting interaction above digital tabletops using a single depth camera
Machine Vision and Applications
Hand shape classification using depth data for unconstrained 3D interaction
Journal of Ambient Intelligence and Smart Environments - Ambient and Smart Component Technologies for Human Centric Computing
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A hand posture recognition system using 3D data is described. The system relies on a novel 3D sensor that generates a dense range image of the scene. The main advantage of the proposed system, compared to other gesture recognition techniques, is the capability for robust unconstrained recognition of complex hand postures such as those encountered in sign language alphabets. This is achieved by explicitly utilizing 3D hand geometry. Moreover, the proposed approach does not rely on color information, and guarantees robust segmentation of the hand under varying illumination conditions, and scene content. Several novel 3D image analysis algorithms are presented, covering the complete processing chain: 3D image acquisition, arm segmentation, hand-forearm segmentation, hand pose estimation, 3D feature extraction, and gesture classification. The proposed system is extensively evaluated.