MIND-WARPING: towards creating a compelling collaborative augmented reality game
Proceedings of the 5th international conference on Intelligent user interfaces
Perceptual user interfaces: perceptual intelligence
Communications of the ACM
Looking at People: Sensing for Ubiquitous and Wearable Computing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recognition of Visual Activities and Interactions by Stochastic Parsing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Towards preferences in virtual environment interfaces
EGVE '02 Proceedings of the workshop on Virtual environments 2002
Using marking menus to develop command sets for computer vision based hand gesture interfaces
Proceedings of the second Nordic conference on Human-computer interaction
Personal and Ubiquitous Computing
Extraction of 2D Motion Trajectories and Its Application to Hand Gesture Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Toward Spontaneous Interaction with the Perceptive Workbench
IEEE Computer Graphics and Applications
A Fast Sign Word Recognition Method for Chinese Sign Language
ICMI '00 Proceedings of the Third International Conference on Advances in Multimodal Interfaces
ICVS '01 Proceedings of the Second International Workshop on Computer Vision Systems
Revised Papers from the International Workshop on Sensor Based Intelligent Robots
Vision-Based Gesture Recognition: A Review
GW '99 Proceedings of the International Gesture Workshop on Gesture-Based Communication in Human-Computer Interaction
A Method for Analyzing Spatial Relationships Between Words in Sign Language Recognition
GW '99 Proceedings of the International Gesture Workshop on Gesture-Based Communication in Human-Computer Interaction
HMM-Based Continuous Sign Language Recognition Using Stochastic Grammars
GW '99 Proceedings of the International Gesture Workshop on Gesture-Based Communication in Human-Computer Interaction
Research on Computer Science and Sign Language: Ethical Aspects
GW '01 Revised Papers from the International Gesture Workshop on Gesture and Sign Languages in Human-Computer Interaction
Towards an Automatic Sign Language Recognition System Using Subunits
GW '01 Revised Papers from the International Gesture Workshop on Gesture and Sign Languages in Human-Computer Interaction
Visual Sign Language Recognition
Proceedings of the 10th International Workshop on Theoretical Foundations of Computer Vision: Multi-Image Analysis
Recognizing multitasked activities from video using stochastic context-free grammar
Eighteenth national conference on Artificial intelligence
VR '00 Proceedings of the IEEE Virtual Reality 2000 Conference
Purdue RVL-SLLL ASL Database for Automatic Recognition of American Sign Language
ICMI '02 Proceedings of the 4th IEEE International Conference on Multimodal Interfaces
Representing the finger-only topology for hand shape recognition
Machine Graphics & Vision International Journal
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
CSLDS: Chinese Sign Language Dialog System
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Georgia tech gesture toolkit: supporting experiments in gesture recognition
Proceedings of the 5th international conference on Multimodal interfaces
Large vocabulary sign language recognition based on hierarchical decision trees
Proceedings of the 5th international conference on Multimodal interfaces
Hand posture matching for Irish Sign language interpretation
ISICT '03 Proceedings of the 1st international symposium on Information and communication technologies
Error-Tolerant Sign Retrieval Using Visual Features and Maximum A Posteriori Estimation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Qualitative Modelling and Analysis of Animal Behaviour
Applied Intelligence
Segmentation and recognition of multi-attribute motion sequences
Proceedings of the 12th annual ACM international conference on Multimedia
A vision-based sign language recognition system using tied-mixture density HMM
Proceedings of the 6th international conference on Multimodal interfaces
Recognition-based gesture spotting in video games
Pattern Recognition Letters
Automatic Sign Language Analysis: A Survey and the Future beyond Lexical Meaning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recognition of sign language subwords based on boosted hidden Markov models
ICMI '05 Proceedings of the 7th international conference on Multimodal interfaces
Hierarchical voting classification scheme for improving visual sign language recognition
Proceedings of the 13th annual ACM international conference on Multimedia
A similarity measure for motion stream segmentation and recognition
MDM '05 Proceedings of the 6th international workshop on Multimedia data mining: mining integrated media and complex data
A System for Learning Statistical Motion Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
MobileASL:: intelligibility of sign language video as constrained by mobile phone technology
Proceedings of the 8th international ACM SIGACCESS conference on Computers and accessibility
Unsupervised analysis of activity sequences using event-motifs
Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks
IEEE Transactions on Pattern Analysis and Machine Intelligence
Near-infrared composite pattern projection for continuous motion hand-computer interaction
Journal of Visual Communication and Image Representation
Real-time hand tracking using a mean shift embedded particle filter
Pattern Recognition
Segmentation and recognition of motion streams by similarity search
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Recognition of Arabic sign language alphabet using polynomial classifiers
EURASIP Journal on Applied Signal Processing
Viewpoint invariant sign language recognition
Computer Vision and Image Understanding
Segmentation and recognition of motion capture data stream by classification
Multimedia Tools and Applications
Recognition of human behavior by space-time silhouette characterization
Pattern Recognition Letters
Journal on Image and Video Processing
Signing Exact English (SEE): Modeling and recognition
Pattern Recognition
Signing Exact English (SEE): Modeling and recognition
Pattern Recognition
Functionality-power-packaging considerations in context aware wearable systems
Personal and Ubiquitous Computing - Special Issue: Selected Papers of the ARCS06 Conference
Real-time hand posture recognition using range data
Image and Vision Computing
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
Real-Time Recognition of Human Gestures for 3D Interaction
AMDO '08 Proceedings of the 5th international conference on Articulated Motion and Deformable Objects
Effort analysis in signer-independent sign gestures
Journal of Experimental & Theoretical Artificial Intelligence
Gestures are strings: efficient online gesture spotting and classification using string matching
Proceedings of the ICST 2nd international conference on Body area networks
An Improved Algorithm of Hand Gesture Recognition under Intricate Background
ICIRA '08 Proceedings of the First International Conference on Intelligent Robotics and Applications: Part I
Real time trajectory based hand gesture recognition
WSEAS Transactions on Information Science and Applications
Person-Independent 3D Sign Language Recognition
Gesture-Based Human-Computer Interaction and Simulation
Modelling and segmenting subunits for sign language recognition based on hand motion analysis
Pattern Recognition Letters
Real-time hand-tracking with a color glove
ACM SIGGRAPH 2009 papers
Video-based signer-independent Arabic sign language recognition using hidden Markov models
Applied Soft Computing
Towards automated large vocabulary gesture search
Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments
A Similarity Measure for Vision-Based Sign Recognition
UAHCI '09 Proceedings of the 5th International Conference on Universal Access in Human-Computer Interaction. Part III: Applications and Services
UAHCI '09 Proceedings of the 5th International Conference on Universal Access in Human-Computer Interaction. Addressing Diversity. Part I: Held as Part of HCI International 2009
Mobile Interfaces Using Body Worn Projector and Camera
VMR '09 Proceedings of the 3rd International Conference on Virtual and Mixed Reality: Held as Part of HCI International 2009
Modelling and recognition of the linguistic components in American Sign Language
Image and Vision Computing
Hierarchical multi-channel hidden semi Markov models
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Improving activity discovery with automatic neighborhood estimation
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
On parsing visual sequences with the hidden Markov model
Journal on Image and Video Processing
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
On the choice and placement of wearable vision sensors
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Vision-based hand interaction and its application in pervasive games
Proceedings of the 8th International Conference on Virtual Reality Continuum and its Applications in Industry
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Multi-agent activity recognition using observation decomposedhidden Markov models
Image and Vision Computing
A novel interactive method of virtual reality system based on hand gesture recognition
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
A Chinese sign language recognition system based on SOFM/SRN/HMM
Pattern Recognition
Rejection of non-meaningful activities for HMM-based activity recognition system
Image and Vision Computing
Multi-agent activity recognition using observation decomposed hidden Markov model
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
GART: the gesture and activity recognition toolkit
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
A committee machine implementing the pattern recognition module for fingerspelling applications
Proceedings of the 2010 ACM Symposium on Applied Computing
Gesture recognition under small sample size
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Sign recognition using constrained optimization
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Action recognition with semi-global characteristics and hidden Markov models
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Probabilistic video-based gesture recognition using self-organizing feature maps
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Signer adaptation based on etyma for large vocabulary Chinese sign language recognition
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Feature extraction and classification by genetic programming
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
A person independent system for recognition of hand postures used in sign language
Pattern Recognition Letters
Novel boosting framework for subunit-based sign language recognition
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A database-based framework for gesture recognition
Personal and Ubiquitous Computing
Real-time 3D pointing gesture recognition for mobile robots with cascade HMM and particle filter
Image and Vision Computing
Human-inspired search for redundancy in automatic sign language recognition
ACM Transactions on Applied Perception (TAP)
Recognition of dynamic gestures in arabic sign language using two stages hierarchical scheme
International Journal of Knowledge-based and Intelligent Engineering Systems
Persian sign language (PSL) recognition using wavelet transform and neural networks
Expert Systems with Applications: An International Journal
Toward automatic sign language recognition from web3D based scenes
ICCHP'10 Proceedings of the 12th international conference on Computers helping people with special needs
Automatic recognition of sign language subwords based on portable accelerometer and EMG sensors
International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction
Accurate person tracking through changing poses for multi-view action recognition
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Robust sequence alignment for actor-object interaction recognition: Discovering actor-object states
Computer Vision and Image Understanding
Multifactor feature extraction for human movement recognition
Computer Vision and Image Understanding
Subject-independent natural action recognition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Hand gesture recognition using depth data
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Transition movement models for large vocabulary continuous sign language recognition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Towards a one-way American sign language translator
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Combining motion segmentation with tracking for activity analysis
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Recognizing song-based blink patterns: applications for restricted and universal access
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Hand gesture recognition based on SOM and ART
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Hand shape classification with a wrist contour sensor: development of a prototype device
Proceedings of the 13th international conference on Ubiquitous computing
Upper Body Detection and Tracking in Extended Signing Sequences
International Journal of Computer Vision
Re-sampling for chinese sign language recognition
GW'05 Proceedings of the 6th international conference on Gesture in Human-Computer Interaction and Simulation
Pronunciation clustering and modeling of variability for appearance-based sign language recognition
GW'05 Proceedings of the 6th international conference on Gesture in Human-Computer Interaction and Simulation
Visual sign language recognition based on HMMs and auto-regressive HMMs
GW'05 Proceedings of the 6th international conference on Gesture in Human-Computer Interaction and Simulation
A comparison between etymon- and word-based chinese sign language recognition systems
GW'05 Proceedings of the 6th international conference on Gesture in Human-Computer Interaction and Simulation
Gesture spotting in continuous whole body action sequences using discrete hidden markov models
GW'05 Proceedings of the 6th international conference on Gesture in Human-Computer Interaction and Simulation
Gesture recognition using image comparison methods
GW'05 Proceedings of the 6th international conference on Gesture in Human-Computer Interaction and Simulation
Architectural tradeoffs in wearable systems
ARCS'06 Proceedings of the 19th international conference on Architecture of Computing Systems
Composition of complex motion models from elementary human motions
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
ICCHP'06 Proceedings of the 10th international conference on Computers Helping People with Special Needs
Multimodal continuous recognition system for greek sign language using various grammars
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
Real-time adaptive hand motion recognition using a sparse bayesian classifier
ICCV'05 Proceedings of the 2005 international conference on Computer Vision in Human-Computer Interaction
Vision-Based sign language recognition using sign-wise tied mixture HMM
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
On-body interaction: armed and dangerous
Proceedings of the Sixth International Conference on Tangible, Embedded and Embodied Interaction
Fingerspelling recognition through classification of letter-to-letter transitions
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Turkish fingerspelling recognition system using axis of least inertia based fast alignment
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
Appearance-Based recognition of words in american sign language
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Robust person-independent visual sign language recognition
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
International Journal of Computational Vision and Robotics
Survey on classifying human actions through visual sensors
Artificial Intelligence Review
ShoeSense: a new perspective on gestural interaction and wearable applications
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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
Proceedings of the Fifth International Conference on Body Area Networks
Design and evaluation of classifier for identifying sign language videos in video sharing sites
Proceedings of the 14th international ACM SIGACCESS conference on Computers and accessibility
Locally regularized sliced inverse regression based 3D hand gesture recognition on a dance robot
Information Sciences: an International Journal
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
Tracking benchmark databases for video-based sign language recognition
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
A system for large vocabulary sign search
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
Hash-based early recognition of gesture patterns
Artificial Life and Robotics
Improving activity recognition without sensor data: a comparison study of time use surveys
Proceedings of the 4th Augmented Human International Conference
The Journal of Machine Learning Research
Finding recurrent patterns from continuous sign language sentences for automated extraction of signs
The Journal of Machine Learning Research
Hierarchical multi-channel hidden semi Markov graphical models for activity recognition
Computer Vision and Image Understanding
Hidden Markov Model on a unit hypersphere space for gesture trajectory recognition
Pattern Recognition Letters
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
Identifying Sign Language Videos in Video Sharing Sites
ACM Transactions on Accessible Computing (TACCESS)
Journal of Visual Communication and Image Representation
Visual estimation of pointed targets for robot guidance via fusion of face pose and hand orientation
Computer Vision and Image Understanding
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We present two real-time hidden Markov model-based systems for recognizing sentence-level continuous American Sign Language (ASL) using a single camera to track the user's unadorned hands. The first system observes the user from a desk mounted camera and achieves 92 percent word accuracy. The second system mounts the camera in a cap worn by the user and achieves 98 percent accuracy (97 percent with an unrestricted grammar). Both experiments use a 40-word lexicon.