Readings in speech recognition
Readings in speech recognition
Specifying gestures by example
Proceedings of the 18th annual conference on Computer graphics and interactive techniques
Pfinder: Real-Time Tracking of the Human Body
IEEE Transactions on Pattern Analysis and Machine Intelligence
QuickSet: multimodal interaction for distributed applications
MULTIMEDIA '97 Proceedings of the fifth ACM international conference on Multimedia
Visual Interpretation of Hand Gestures for Human-Computer Interaction: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Creating tangible interfaces by augmenting physical objects with multimodal language
Proceedings of the 6th international conference on Intelligent user interfaces
Neural Networks for Pattern Recognition
Neural Networks for Pattern Recognition
A Gesture Based Interface for Human-Robot Interaction
Autonomous Robots
Non-Emblematic Gestures for Estimating Mood
Proceedings of Gesture Workshop on Progress in Gestural Interaction
Investigating the Role of Redundancy in Multimodal Input Systems
Proceedings of the International Gesture Workshop on Gesture and Sign Language in Human-Computer Interaction
Vision-Based Gesture Recognition: A Review
GW '99 Proceedings of the International Gesture Workshop on Gesture-Based Communication in Human-Computer Interaction
GW '99 Proceedings of the International Gesture Workshop on Gesture-Based Communication in Human-Computer Interaction
Temporal Symbolic Integration Applied to a Multimodal System Using Gestures and Speech
GW '99 Proceedings of the International Gesture Workshop on Gesture-Based Communication in Human-Computer Interaction
Person Localization and Posture Recognition for Human-Robot Interaction
GW '99 Proceedings of the International Gesture Workshop on Gesture-Based Communication in Human-Computer Interaction
Implementation and comparison of three architectures for gesture recognition
ICASSP '00 Proceedings of the Acoustics, Speech, and Signal Processing, 2000. on IEEE International Conference - Volume 04
Neural Computation
International Journal of Advanced Media and Communication
A Chinese sign language recognition system based on SOFM/SRN/HMM
Pattern Recognition
The recognition and comprehension of hand gestures: a review and research agenda
ZiF'06 Proceedings of the Embodied communication in humans and machines, 2nd ZiF research group international conference on Modeling communication with robots and virtual humans
A fully automatic hand gesture recognition system for human-robot interaction
Proceedings of the Second Symposium on Information and Communication Technology
On the naturalness of touchless: Putting the “interaction” back into NUI
ACM Transactions on Computer-Human Interaction (TOCHI) - Special issue on the theory and practice of embodied interaction in HCI and interaction design
Guest Editorial: Gesture and speech in interaction: An overview
Speech Communication
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In recent times, there have been significant efforts to develop intelligent and natural interfaces for interaction between human users and computer systems by means of a variety of modes of information (visual, audio, pen, etc.). These modes can be used either individually or in combination with other modes. One of the most promising interaction modes for these interfaces is the human user's natural gesture.In this work, we apply computer vision techniques to analyze real-time video streams of a user's freehand gestures from a predefined vocabulary. We propose the use of a set of hybrid recognizers where each of them accounts for one single gesture and consists of one hidden Markov model (HMM) whose state emission probabilities are computed by partially recurrent artificial neural networks (ANN).The underlying idea is to take advantage of the strengths of ANNs to capture the nonlinear local dependencies of a gesture, while handling its temporal structure within the HMM formalism. The recognition engine's accuracy outperforms that of HMM- and ANN-based recognizers used individually.