Elements of information theory
Elements of information theory
Charade: remote control of objects using free-hand gestures
Communications of the ACM - Special issue on computer augmented environments: back to the real world
Toward a vision-based hand gesture interface
VRST '94 Proceedings of the conference on Virtual reality software and technology
Ligature Modeling for Online Cursive Script Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Motion-Based Recognition
Hidden Markov Models for Speech Recognition
Hidden Markov Models for Speech Recognition
Automatic Analysis of Facial Expressions: The State of the Art
IEEE Transactions on Pattern Analysis and Machine Intelligence
Extraction of 2D Motion Trajectories and Its Application to Hand Gesture Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Efficient Search Technique for Hand Gesture Tracking in Three Dimensions
BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision
Hand Manipulation of Virtual Objects in Wearable Augmented Reality
VSMM '01 Proceedings of the Seventh International Conference on Virtual Systems and Multimedia (VSMM'01)
Print keyword spotting with dynamically synthesized pseudo 2D HMMs
Pattern Recognition Letters
Exploiting prosodic structuring of coverbal gesticulation
Proceedings of the 6th international conference on Multimodal interfaces
Recognition-based gesture spotting in video games
Pattern Recognition Letters
Proceedings of the 1st ACM international workshop on Human-centered multimedia
The catchment feature model: a device for multimodal fusion and a bridge between signal and sense
EURASIP Journal on Applied Signal Processing
Task-based evaluation of skin detection for communication and perceptual interfaces
Journal of Visual Communication and Image Representation
Gesture spotting for low-resolution sports video annotation
Pattern Recognition
Recognition of dietary activity events using on-body sensors
Artificial Intelligence in Medicine
Gesture spotting with body-worn inertial sensors to detect user activities
Pattern Recognition
Human computer interaction based on hand gesture ontology
ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
Extraction of mid-level semantics from gesture videos using a Bayesian network
International Journal of Intelligent Systems Technologies and Applications
Approximate embedding-based subsequence matching of time series
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
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
Kinetic Pseudo-energy History for Human Dynamic Gestures Recognition
AMDO '08 Proceedings of the 5th international conference on Articulated Motion and Deformable Objects
Multi-touch gestural interaction in X3D using hidden Markov models
Proceedings of the 2008 ACM symposium on Virtual reality software and technology
Gestures are strings: efficient online gesture spotting and classification using string matching
Proceedings of the ICST 2nd international conference on Body area networks
Real time trajectory based hand gesture recognition
WSEAS Transactions on Information Science and Applications
Gesture recognition in flow based on PCA analysis using multiagent system
ACE '08 Proceedings of the 2008 International Conference on Advances in Computer Entertainment Technology
Computer Vision and Image Understanding
Efficient duration and hierarchical modeling for human activity recognition
Artificial Intelligence
Distributed Continuous Action Recognition Using a Hidden Markov Model in Body Sensor Networks
DCOSS '09 Proceedings of the 5th IEEE International Conference on Distributed Computing in Sensor Systems
STARS: Sign tracking and recognition system using input-output HMMs
Pattern Recognition Letters
Action categorization with modified hidden conditional random field
Pattern Recognition
Taxonomy-driven lumping for sequence mining
Data Mining and Knowledge Discovery
Dynamically weighted hidden Markov model for spam deobfuscation
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
A framework for continuous multimodal sign language recognition
Proceedings of the 2009 international conference on Multimodal interfaces
Multi-agent activity recognition using observation decomposedhidden Markov models
Image and Vision Computing
Towards workflow acquisition of assembly skills using hidden Markov models
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Online hand gesture recognition using neural network based segmentation
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
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
View-independent human action recognition with Volume Motion Template on single stereo camera
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
Comparison of human and machine recognition of everyday human actions
ICDHM'07 Proceedings of the 1st international conference on Digital human modeling
Hand gesture recognition based on dynamic Bayesian network framework
Pattern Recognition
Hand trajectory-based gesture spotting and recognition using HMM
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Real-time 3D pointing gesture recognition for mobile robots with cascade HMM and particle filter
Image and Vision Computing
A novel rotationally invariant region-based hidden Markov model for efficient 3-D image segmentation
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
Proceedings of the 9th ACM SIGGRAPH Conference on Virtual-Reality Continuum and its Applications in Industry
A real time vision-based hand gestures recognition system
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
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
Bayesian fusion of hidden Markov models for understanding bimanual movements
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Proceedings of the 6th international conference on Human-robot interaction
Improving continuous gesture recognition with spoken prosody
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Trajectory based hand gesture recognition
CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Automated extraction of object- and event-metadata from gesture video using a Bayesian network
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
Um sistema de interação baseado em gestos manuais tridimensionais para ambientes virtuais
Proceedings of the IX Symposium on Human Factors in Computing Systems
Embedding-based subsequence matching in time-series databases
ACM Transactions on Database Systems (TODS)
Gesture identification based on zone entry and axis crossing
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: interaction techniques and environments - Volume Part II
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part IV
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
Proceedings of the 2nd Conference on Wireless Health
3D space handwriting recognition with ligature model
UCS'06 Proceedings of the Third international conference on Ubiquitous Computing Systems
Robust player gesture spotting and recognition in low-resolution sports video
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
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
Feature fusion for 3D hand gesture recognition by learning a shared hidden space
Pattern Recognition Letters
Modeling and prediction of driver behavior by foot gesture analysis
Computer Vision and Image Understanding
Hand shape recognition using a mean-shift embedded active contour (MEAC)
ICAT'06 Proceedings of the 16th international conference on Advances in Artificial Reality and Tele-Existence
Recognition of gesture sequences in real-time flow, context of virtual theater
GW'09 Proceedings of the 8th international conference on Gesture in Embodied Communication and Human-Computer Interaction
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
Real-Time gesture recognition using 3d motion history model
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
BCS '10 Proceedings of the 24th BCS Interaction Specialist Group Conference
Recognition of manual actions using vector quantization and dynamic time warping
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Vision-Based game interface using human gesture
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
Continuous hand gesture segmentation and co-articulation detection
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Vision-Based interface for integrated home entertainment system
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Survey on classifying human actions through visual sensors
Artificial Intelligence Review
Making gestural input from arm-worn inertial sensors more practical
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Generalized Model-Based Human Motion Recognition with Body Partition Index Maps
Computer Graphics Forum
A gesture recognition algorithm for vision-based unicursal gesture interfaces
Proceedings of the 10th European conference on Interactive tv and video
Automatic Segmentation and Recognition in Body Sensor Networks Using a Hidden Markov Model
ACM Transactions on Embedded Computing Systems (TECS) - Special Section on CAPA'09, Special Section on WHS'09, and Special Section VCPSS' 09
A recognition safety net: bi-level threshold recognition for mobile motion gestures
MobileHCI '12 Proceedings of the 14th international conference on Human-computer interaction with mobile devices and services
Development of a single 3-axis accelerometer sensor based wearable gesture recognition band
UIC'07 Proceedings of the 4th international conference on Ubiquitous Intelligence and Computing
Locally regularized sliced inverse regression based 3D hand gesture recognition on a dance robot
Information Sciences: an International Journal
Connecting users to virtual worlds within MPEG-V standardization
Image Communication
A probability model for recognition of dynamic gesture based on a finger-worn device
AMT'12 Proceedings of the 8th international conference on Active Media Technology
Attention Based Detection and Recognition of Hand Postures Against Complex Backgrounds
International Journal of Computer Vision
The space between the notes: adding expressive pitch control to the piano keyboard
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Pointing gesture recognition using compressed sensing for training data reduction
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
Online RGB-D gesture recognition with extreme learning machines
Proceedings of the 15th ACM on International conference on multimodal interaction
Immersive virtual aquarium with real-walking navigation
Proceedings of the 12th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and Its Applications in Industry
Hidden Markov Model on a unit hypersphere space for gesture trajectory recognition
Pattern Recognition Letters
Context-based hand gesture recognition for the operating room
Pattern Recognition Letters
Rule-based trajectory segmentation for modeling hand motion trajectory
Pattern Recognition
Airwriting: a wearable handwriting recognition system
Personal and Ubiquitous Computing
Hidden Markov model for human to computer interaction: a study on human hand gesture recognition
Artificial Intelligence Review
A personalized exercise trainer for the elderly
Journal of Ambient Intelligence and Smart Environments
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The task of automatic gesture recognition is highly challenging due to the presence of unpredictable and ambiguous nongesture hand motions. In this paper, a new method is developed using the Hidden Markov Model based technique. To handle nongesture patterns, we introduce the concept of a threshold model that calculates the likelihood threshold of an input pattern and provides a confirmation mechanism for the provisionally matched gesture patterns. The threshold model is a weak model for all trained gestures in the sense that its likelihood is smaller than that of the dedicated gesture model for a given gesture. Consequently, the likelihood can be used as an adaptive threshold for selecting proper gesture model. It has, however, a large number of states and needs to be reduced because the threshold model is constructed by collecting the states of all gesture models in the system. To overcome this problem, the states with similar probability distributions are merged, utilizing the relative entropy measure. Experimental results show that the proposed method can successfully extract trained gestures from continuous hand motion with 93.14 percent reliability.