Human-Centred Intelligent Human Computer Interaction (HCI²): how far are we from attaining it?
International Journal of Autonomous and Adaptive Communications Systems
Microcontroller and sensors based gesture vocalizer
ISPRA'08 Proceedings of the 7th WSEAS International Conference on Signal Processing, Robotics and Automation
View invariant gesture recognition using the CSEM SwissRanger SR-2 camera
International Journal of Intelligent Systems Technologies and Applications
Hand gesture recognition and virtual game control based on 3D accelerometer and EMG sensors
Proceedings of the 14th international conference on Intelligent user interfaces
Detecting gesture force peaks for intuitive interaction
IE '08 Proceedings of the 5th Australasian Conference on Interactive Entertainment
Gesture Recognition with a 3-D Accelerometer
UIC '09 Proceedings of the 6th International Conference on Ubiquitous Intelligence and Computing
An intelligent robotic assistive living system
Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments
Handwritten character recognition using orientation quantization based on 3D accelerometer
Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking, and Services
Gesture-Controlled User Input to Complete Questionnaires on Wrist-Worn Watches
Proceedings of the 13th International Conference on Human-Computer Interaction. Part II: Novel Interaction Methods and Techniques
Sparse B-spline polynomial descriptors for human activity recognition
Image and Vision Computing
Review: The use of pervasive sensing for behaviour profiling - a survey
Pervasive and Mobile Computing
Development of a wireless sensor glove for surgicalskills assessment
IEEE Transactions on Information Technology in Biomedicine - Special section on computational intelligence in medical systems
SOMM: Self organizing Markov map for gesture recognition
Pattern Recognition Letters
Automatic temporal segment detection and affect recognition from face and body display
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing
Robust hand gesture analysis and application in gallery browsing
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
The hand shape recognition of human computer interaction with artificial neural network
VECIMS'09 Proceedings of the 2009 IEEE international conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems
Incremental clustering of gesture patterns based on a self organizing incremental neural network
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
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
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Hand tracking and application in map navigation
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Wearable EOG goggles: Seamless sensing and context-awareness in everyday environments
Journal of Ambient Intelligence and Smart Environments
A survey on vision-based human action recognition
Image and Vision Computing
A committee machine implementing the pattern recognition module for fingerspelling applications
Proceedings of the 2010 ACM Symposium on Applied Computing
Activity recognition from on-body sensors: accuracy-power trade-off by dynamic sensor selection
EWSN'08 Proceedings of the 5th European conference on Wireless sensor networks
A fast algorithm for hand gesture recognition using relief
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Mobile social signal processing: vision and research issues
Proceedings of the 12th international conference on Human computer interaction with mobile devices and services
WSEAS Transactions on Computers
Eyes, grip and gesture as objective indicators of intentions and attention
Proceedings of the 12th ACM international conference adjunct papers on Ubiquitous computing - Adjunct
Real-time 3D pointing gesture recognition for mobile robots with cascade HMM and particle filter
Image and Vision Computing
View-invariant gesture recognition using 3D optical flow and harmonic motion context
Computer Vision and Image Understanding
Cyclic and non-cyclic gesture spotting and classification in real-time applications
AMDO'10 Proceedings of the 6th international conference on Articulated motion and deformable objects
Gesture recognition for fingerspelling applications: an approach based on sign language cheremes
Proceedings of the 12th international ACM SIGACCESS conference on Computers and accessibility
Persian sign language (PSL) recognition using wavelet transform and neural networks
Expert Systems with Applications: An International Journal
Robust hand posture recognition integrating multi-cue hand tracking
Edutainment'10 Proceedings of the Entertainment for education, and 5th international conference on E-learning and games
GeeAir: a universal multimodal remote control device for home appliances
Personal and Ubiquitous Computing
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
Key-press gestures recognition and interaction based on SEMG signals
International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction
Twin SVM for gesture classification using the surface electromyogram
IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
Sign language recognition using a combination of new vision based features
Pattern Recognition Letters
Arm-hand behaviours modelling: from attention to imitation
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Multifactor feature extraction for human movement recognition
Computer Vision and Image Understanding
Integration of a low-cost RGB-D sensor in a social robot for gesture recognition
Proceedings of the 6th international conference on Human-robot interaction
Learning to interpret pointing gestures with a time-of-flight camera
Proceedings of the 6th international conference on Human-robot interaction
Gesture recognition by stereo vision
Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia
A model-based approach for gesture interfaces
Proceedings of the 3rd ACM SIGCHI symposium on Engineering interactive computing systems
Comparison of stochastic filtering methods for 3D tracking
Pattern Recognition
Um sistema de interação baseado em gestos manuais tridimensionais para ambientes virtuais
Proceedings of the IX Symposium on Human Factors in Computing Systems
Head-computer interface: a multimodal approach to navigate through real and virtual worlds
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: interaction techniques and environments - Volume Part II
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: interaction techniques and environments - Volume Part II
UAHCI'11 Proceedings of the 6th international conference on Universal access in human-computer interaction: design for all and eInclusion - Volume Part I
Head-pose recognition for a game system based on nose's relative position
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: users and applications - Volume Part IV
Proceedings of the 29th ACM international conference on Design of communication
Real-time hand gesture recognition using a color glove
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Humans and smart environments: a novel multimodal interaction approach
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
MMAR '11 Proceedings of the 2011 international ACM workshop on Medical multimedia analysis and retrieval
An integrated framework for universal motion control
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Gesture recognition through HITEG data glove to provide a new way of communication
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
Feature fusion for 3D hand gesture recognition by learning a shared hidden space
Pattern Recognition Letters
Function and form of gestures in a collaborative design meeting
GW'09 Proceedings of the 8th international conference on Gesture in Embodied Communication and Human-Computer Interaction
Continuous realtime gesture following and recognition
GW'09 Proceedings of the 8th international conference on Gesture in Embodied Communication and Human-Computer Interaction
Continuous body and hand gesture recognition for natural human-computer interaction
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Affective Interaction in Natural Environments
Multimodal recognition of reading activity in transit using body-worn sensors
ACM Transactions on Applied Perception (TAP)
Interactive and stereoscopic hybrid 3d viewer of radar data with gesture recognition
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
A fast and robust gesture recognition system for exhibit gaming scenarios
Proceedings of the 4th International ICST Conference on Simulation Tools and Techniques
6DMG: a new 6D motion gesture database
Proceedings of the 3rd Multimedia Systems Conference
Facial gesture recognition using active appearance models based on neural evolution
HRI '12 Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction
Real time interaction with mobile robots using hand gestures
HRI '12 Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction
International Journal of Information and Communication Technology
An adaptive solution for intra-operative gesture-based human-machine interaction
Proceedings of the 2012 ACM international conference on Intelligent User Interfaces
Proceedings of the 2012 ACM international conference on Intelligent User Interfaces
A flexible platform for developing context-aware 3D gesture-based interfaces
Proceedings of the 2012 ACM international conference on Intelligent User Interfaces
Playing into the wild: A gesture-based interface for gaming in public spaces
Journal of Visual Communication and Image Representation
Extension limb action recognition based on acceleration median
ICICA'11 Proceedings of the Second international conference on Information Computing and Applications
A modular approach to gesture recognition for interaction with a domestic service robot
ICIRA'11 Proceedings of the 4th international conference on Intelligent Robotics and Applications - Volume Part II
Human computer interaction with hand gestures in virtual environment
PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
Dynamic hand gesture recognition: An exemplar-based approach from motion divergence fields
Image and Vision Computing
Handy: A real-time three color glove-based gesture recognizer with learning vector quantization
Expert Systems with Applications: An International Journal
Facial feature extraction and applications: a review
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I
Virtual whiteboard: a gesture-controlled pen-free tool emulating school whiteboard
Intelligent Decision Technologies - Special issue on Multimedia/Multimodal Human-Computer Interaction in Knowledge-based Environments
Coupled Action Recognition and Pose Estimation from Multiple Views
International Journal of Computer Vision
An interaction system using mixed hand gestures
Proceedings of the 10th asia pacific conference on Computer human interaction
Wearable EOG goggles: Seamless sensing and context-awareness in everyday environments
Journal of Ambient Intelligence and Smart Environments
Hand gesture recognition supported by fuzzy rules and Kalman filters
International Journal of Intelligent Information and Database Systems
Vision-based handwriting recognition for unrestricted text input in mid-air
Proceedings of the 14th ACM international conference on Multimodal interaction
Proceedings of the 11th Brazilian Symposium on Human Factors in Computing Systems
Locally regularized sliced inverse regression based 3D hand gesture recognition on a dance robot
Information Sciences: an International Journal
Ambient interaction by smart watches
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments
Both Hands' Fingers' Angle Calculation from Live Video
International Journal of Computer Vision and Image Processing
Attention Based Detection and Recognition of Hand Postures Against Complex Backgrounds
International Journal of Computer Vision
Position-invariant, real-time gesture recognition based on dynamic time warping
Proceedings of the 8th ACM/IEEE international conference on Human-robot interaction
Real-time classification of dynamic hand gestures from marker-based position data
Proceedings of the companion publication of the 2013 international conference on Intelligent user interfaces companion
Computer Methods and Programs in Biomedicine
Gesture recognition using neural networks based on HW/SW cosimulation platform
Advances in Software Engineering
A review of motion analysis methods for human Nonverbal Communication Computing
Image and Vision Computing
A tutorial on human activity recognition using body-worn inertial sensors
ACM Computing Surveys (CSUR)
Hybrid method based on topography for robust detection of iris center and eye corners
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Mime: compact, low power 3D gesture sensing for interaction with head mounted displays
Proceedings of the 26th annual ACM symposium on User interface software and technology
Human gesture recognition on product manifolds
The Journal of Machine Learning Research
A smart watch-based gesture recognition system for assisting people with visual impairments
Proceedings of the 3rd ACM international workshop on Interactive multimedia on mobile & portable devices
Sensor design and interaction techniques for gestural input to smart glasses and mobile devices
Proceedings of the adjunct publication of the 26th annual ACM symposium on User interface software and technology
Context-based conversational hand gesture classification in narrative interaction
Proceedings of the 15th ACM on International conference on multimodal interaction
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Gesture-based applications for elderly people
HCI'13 Proceedings of the 15th international conference on Human-Computer Interaction: interaction modalities and techniques - Volume Part IV
Conditions of applications, situations and functions applicable to gesture interface
HCI'13 Proceedings of the 15th international conference on Human-Computer Interaction: interaction modalities and techniques - Volume Part IV
Dynamics based 3D skeletal hand tracking
Proceedings of Graphics Interface 2013
Fusing multi-modal features for gesture recognition
Proceedings of the 15th ACM on International conference on multimodal interaction
Online RGB-D gesture recognition with extreme learning machines
Proceedings of the 15th ACM on International conference on multimodal interaction
A multi-modal gesture recognition system using audio, video, and skeletal joint data
Proceedings of the 15th ACM on International conference on multimodal interaction
Somatosensory interaction for real-time large scale roaming
Proceedings of the 12th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and Its Applications in Industry
A Gestural Recognition Interface for Intelligent Wheelchair Users
International Journal of Sociotechnology and Knowledge Development
ACM Transactions on Interactive Intelligent Systems (TiiS)
PCA & HMM based arm gesture recognition using inertial measurement unit
BodyNets '13 Proceedings of the 8th International Conference on Body Area Networks
Automatic detection of musicians' ancillary gestures based on video analysis
Expert Systems with Applications: An International Journal
Real-time gesture recognition for the high-level teleoperation interface of a mobile manipulator
Proceedings of the 2014 ACM/IEEE international conference on Human-robot interaction
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
Visual estimation of pointed targets for robot guidance via fusion of face pose and hand orientation
Computer Vision and Image Understanding
Day and night at the museum: intangible computer interfaces for public exhibitions
Multimedia Tools and Applications
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Gesture recognition pertains to recognizing meaningful expressions of motion by a human, involving the hands, arms, face, head, and/or body. It is of utmost importance in designing an intelligent and efficient human-computer interface. The applications of gesture recognition are manifold, ranging from sign language through medical rehabilitation to virtual reality. In this paper, we provide a survey on gesture recognition with particular emphasis on hand gestures and facial expressions. Applications involving hidden Markov models, particle filtering and condensation, finite-state machines, optical flow, skin color, and connectionist models are discussed in detail. Existing challenges and future research possibilities are also highlighted