scholarly journals Natural hand gestures for human identification in a Human-Computer Interface

2014 ◽  
Author(s):  
Michal Romaszewski ◽  
Przemyslaw Glomb ◽  
Piotr Gawron
Keyword(s):  
Human Identification ◽  
Computer Interface ◽  
Human Computer Interface ◽  
Hand Gestures

SEMG for Human Computer Interface Using Ann to Navigate Wheel Chair

2010 ◽  
Vol 5 (2) ◽  
pp. 11-19
Author(s):  
V. Rajesh ◽  
P. Rajesh Kumar
Keyword(s):  
Neural Networks ◽  
Muscle Activity ◽  
Back Propagation ◽  
Computer Interface ◽  
Hand Gesture ◽  
Human Computer Interface ◽  
Prime Mover ◽  
Hand Gestures ◽  
Propagation Analysis ◽  
Wheel Chair

This paper presents an approach to identify hand gestures with muscle activity separated from electromyogram (EMG) using Back Propagation analysis with the goal of using hand gestures for human-computer interaction. While there are a number of previous reported works where EMG has been used to identify movement, the limitation of these works is that the systems are suitable for gross actions and when there is one prime-mover muscle involved. This paper reports overcoming the difficulty by using independent component analysis to separate muscle activity from different muscles and classified using back propagation neural networks. The experimental results show that the system was accurately able to identify the hand gesture using this technique (95%). The advantage of this system is that it is easy to train one to use it and can easily be implemented in real time.

scholarly journals Addressing the eye fixation problem in gaze tracking for human computer interface using the vestibulo-ocular reflex

2020 ◽  
Vol 21 ◽  
pp. 100488
Author(s):  
Adam Pantanowitz ◽  
Kimoon Kim ◽  
Chelsey Chewins ◽  
Isabel N.K. Tollman ◽  
David M. Rubin
Keyword(s):  
Computer Interface ◽  
Human Computer Interface ◽  
Gaze Tracking ◽  
Eye Fixation ◽  
Ocular Reflex ◽  
Vestibulo Ocular Reflex

Real time vision-based hand gesture estimation for a human-computer interface

1997 ◽  
Vol 28 (7) ◽  
pp. 76-88 ◽  
Author(s):  
Koichi Ishibuchi ◽  
Keisuke Iwasaki ◽  
Haruo Takemura ◽  
Fumio Kishino
Keyword(s):  
Real Time ◽  
Computer Interface ◽  
Hand Gesture ◽  
Human Computer Interface
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