Description and recognition methods for sign language based on gesture components
Proceedings of the 2nd international conference on Intelligent user interfaces
Multiobject Behavior Recognition by Event Driven Selective Attention Method
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Gesture Based Interface for Human-Robot Interaction
Autonomous Robots
Skin Patch Detection in Real-World Images
Proceedings of the 24th DAGM Symposium on Pattern Recognition
Extraction and Classification of Visual Motion Patterns for Hand Gesture Recognition
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Appearance Based Behavior Recognition by Event Driven Selective Attention
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Layered Representations for Human Activity Recognition
ICMI '02 Proceedings of the 4th IEEE International Conference on Multimodal Interfaces
Proceedings of the 5th international conference on Multimodal interfaces
Video-based event recognition: activity representation and probabilistic recognition methods
Computer Vision and Image Understanding - Special issue on event detection in video
Layered representations for learning and inferring office activity from multiple sensory channels
Computer Vision and Image Understanding - Special issue on event detection in video
Simultaneous Localization and Recognition of Dynamic Hand Gestures
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Computer Vision and Image Understanding - Special issue: Attention and performance in computer vision
Human-centered multimedia: representations and challenges
Proceedings of the 1st ACM international workshop on Human-centered multimedia
Proceedings of the twelfth international conference on 3D web technology
Mixed-state models for nonstationary multiobject activities
EURASIP Journal on Applied Signal Processing
Hidden Conditional Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Translation and scale-invariant gesture recognition in complex scenes
Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments
Event detection for video surveillance using an expert system
AREA '08 Proceedings of the 1st ACM workshop on Analysis and retrieval of events/actions and workflows in video streams
Coupled grouping and matching for sign and gesture recognition
Computer Vision and Image Understanding
Unusual Activity Analysis in Video Sequences
RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Sign Language Recognition: Working with Limited Corpora
UAHCI '09 Proceedings of the 5th International Conference on Universal Access in Human-Computer Interaction. Part III: Applications and Services
Computer Vision and Image Understanding - Special issue: Attention and performance in computer vision
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Hand movement recognition for brazilian sign language: a study using distance-based neural networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Temporal Bayesian networks for scenario recognition
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Large lexicon detection of sign language
HCI'07 Proceedings of the 2007 IEEE international conference on Human-computer interaction
MetroSurv: detecting events in subway stations
Multimedia Tools and Applications
Feature extraction based on multiphase level set framework for sign language recognition system
Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India
Human activity analysis: A review
ACM Computing Surveys (CSUR)
A survey of vision-based methods for action representation, segmentation and recognition
Computer Vision and Image Understanding
Finding temporal patterns by data decomposition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
A boosted classifier tree for hand shape detection
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Discovering clusters in motion time-series data
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Learning dynamics for exemplar-based gesture recognition
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Sequence classification via large margin hidden Markov models
Data Mining and Knowledge Discovery
A shared parameter model for gesture and sub-gesture analysis
IWCIA'11 Proceedings of the 14th international conference on Combinatorial image analysis
Multivalued default logic for identity maintenance in visual surveillance
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Accurate and efficient gesture spotting via pruning and subgesture reasoning
ICCV'05 Proceedings of the 2005 international conference on Computer Vision in Human-Computer Interaction
S-SEER: selective perception in a multimodal office activity recognition system
MLMI'04 Proceedings of the First international conference on Machine Learning for Multimodal Interaction
A comparison of HMMs and dynamic bayesian networks for recognizing office activities
UM'05 Proceedings of the 10th international conference on User Modeling
Comparing gesture recognition accuracy using color and depth information
Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Sign language recognition using kinect
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
Exploiting eye-hand coordination to detect grasping movements
Image and Vision Computing
GW'11 Proceedings of the 9th international conference on Gesture and Sign Language in Human-Computer Interaction and Embodied Communication
Picking up the pieces: Causal states in noisy data, and how to recover them
Pattern Recognition Letters
Bent fingers' angle calculation using supervised ANN to control electro-mechanical robotic hand
Computers and Electrical Engineering
Egocentric activity monitoring and recovery
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Hi-index | 0.00 |
Hidden Markov models (HMMs) have been used prominently and successfully in speech recognition and, more recently, in handwriting recognition. Consequently, they seem ideal for visual recognition of complex, structured hand gestures such as are found in sign language. We describe a real-time HMM-based system for recognizing sentence level American Sign Language (ASL) which attains a word accuracy of 99.2% without explicitly modeling the fingers.