Matching Two Perspective Views
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Transform for Multiscale Image Segmentation by Integrated Edge and Region Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Visual Interpretation of Hand Gestures for Human-Computer Interaction: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
A State-Based Approach to the Representation and Recognition of Gesture
IEEE Transactions on Pattern Analysis and Machine Intelligence
CONDENSATION—Conditional Density Propagation forVisual Tracking
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
RIEVL: Recursive Induction Learning in Hand Gesture Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Human motion analysis: a review
Computer Vision and Image Understanding
A Learning-Based Prediction-and-Verification Segmentation Scheme for Hand Sign Image Sequence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Parametric Hidden Markov Models for Gesture Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
An HMM-Based Threshold Model Approach for Gesture Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Robust Segmentation of Primitives from Range Data in the Presence of Geometric Degeneracy
IEEE Transactions on Pattern Analysis and Machine Intelligence
A framework for recognizing the simultaneous aspects of American sign language
Computer Vision and Image Understanding - Modeling people toward vision-based underatanding of a person's shape, appearance, and movement
Motion-Based Recognition
Face Detection and Gesture Recognition for Human-Computer Interaction
Face Detection and Gesture Recognition for Human-Computer Interaction
Multimodal Estimation of Discontinuous Optical Flow using Markov Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Integrated 3-D Analysis and Analysis-Guided Synthesis of Flight Image Sequences
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Maximum-Likelihood Approach to Visual Event Classification
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume II - Volume II
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume I - Volume I
Multi-Modal Tracking of Faces for Video Communications
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
ASL Recognition Based on a Coupling Between HMMs and 3D Motion Analysis
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Multiscale image segmentation by integrated edge and region detection
IEEE Transactions on Image Processing
IEEE Transactions on Neural Networks
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
Real-Time Gesture Recognition by Learning and Selective Control of Visual Interest Points
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic Sign Language Analysis: A Survey and the Future beyond Lexical Meaning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition Letters
A System for Learning Statistical Motion Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Matching actions in presence of camera motion
Computer Vision and Image Understanding - Special issue on modeling people: Vision-based understanding of a person's shape, appearance, movement, and behaviour
Real-time hand tracking using a mean shift embedded particle filter
Pattern Recognition
Viewpoint invariant sign language recognition
Computer Vision and Image Understanding
Journal on Image and Video Processing
Signing Exact English (SEE): Modeling and recognition
Pattern Recognition
Signing Exact English (SEE): Modeling and recognition
Pattern Recognition
A differential geometric approach to representing the human actions
Computer Vision and Image Understanding
Region-Based Hierarchical Image Matching
International Journal of Computer Vision
Image and video for hearing impaired people
Journal on Image and Video Processing
Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments
Definition and recovery of kinematic features for recognition of American sign language movements
Image and Vision Computing
Extraction and temporal segmentation of multiple motion trajectories in human motion
Image and Vision Computing
Japanese Hand Sign Recognition System
Neural Information Processing
Real time trajectory based hand gesture recognition
WSEAS Transactions on Information Science and Applications
An Interactive Painting System by Using Enhanced Auto-positioning and Pattern Matching Techniques
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Synthetic data generation technique in Signer-independent sign language recognition
Pattern Recognition Letters
Modelling and segmenting subunits for sign language recognition based on hand motion analysis
Pattern Recognition Letters
Coupled grouping and matching for sign and gesture recognition
Computer Vision and Image Understanding
Modelling and recognition of the linguistic components in American Sign Language
Image and Vision Computing
Trajectory tree as an object-oriented hierarchical representation for video
IEEE Transactions on Circuits and Systems for Video Technology
A framework for continuous multimodal sign language recognition
Proceedings of the 2009 international conference on Multimodal interfaces
SOMM: Self organizing Markov map for gesture recognition
Pattern Recognition Letters
Extraction of multiple motion trajectories in human motion
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Multi-agent activity recognition using observation decomposed hidden Markov model
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Probabilistic video-based gesture recognition using self-organizing feature maps
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Novel boosting framework for subunit-based sign language recognition
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Energy-based blob analysis for improving precision of skin segmentation
Multimedia Tools and Applications
Hand detection and gesture recognition exploit motion times image in complicate scenarios
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Trajectory based hand gesture recognition
CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
ICCHP'06 Proceedings of the 10th international conference on Computers Helping People with Special Needs
Hand motion recognition for the vision-based taiwanese sign language interpretation
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Robust person-independent visual sign language recognition
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Dynamic hand gesture recognition: An exemplar-based approach from motion divergence fields
Image and Vision Computing
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
Robust hand tracking by integrating appearance, location and depth cues
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Attention Based Detection and Recognition of Hand Postures Against Complex Backgrounds
International Journal of Computer Vision
Finding recurrent patterns from continuous sign language sentences for automated extraction of signs
The Journal of Machine Learning Research
Rule-based trajectory segmentation for modeling hand motion trajectory
Pattern Recognition
The Journal of Machine Learning Research
One-shot learning gesture recognition from RGB-D data using bag of features
The Journal of Machine Learning Research
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We present an algorithm for extracting and classifying two-dimensional motion in an image sequence based on motion trajectories. First, a multiscale segmentation is performed to generate homogeneous regions in each frame. Regions between consecutive frames are then matched to obtain two-view correspondences. Affine transformations are computed from each pair of corresponding regions to define pixel matches. Pixels matches over consecutive image pairs are concatenated to obtain pixel-level motion trajectories across the image sequence. Motion patterns are learned from the extracted trajectories using a time-delay neural network. We apply the proposed method to recognize 40 hand gestures of American Sign Language. Experimental results show that motion patterns of hand gestures can be extracted and recognized accurately using motion trajectories.