Upcoming Courses

go to course
The Practical Guide to Usability
90% booked. Starts in 5 days
go to course
The Ultimate Guide to Visual Perception and Design
84% booked. Starts in 11 days
 
 

Featured chapter

Marc Hassenzahl explains the fascinating concept of User Experience and Experience Design. Commentaries by Don Norman, Eric Reiss, Mark Blythe, and Whitney Hess

User Experience and Experience Design !

 
 

Our Latest Books

 
 
The Social Design of Technical Systems: Building technologies for communities. 2nd Edition
by Brian Whitworth and Adnan Ahmad
start reading
 
 
 
 
Gamification at Work: Designing Engaging Business Software
by Janaki Mythily Kumar and Mario Herger
start reading
 
 
 
 
The Social Design of Technical Systems: Building technologies for communities
by Brian Whitworth and Adnan Ahmad
start reading
 
 
 
 
The Encyclopedia of Human-Computer Interaction, 2nd Ed.
by Mads Soegaard and Rikke Friis Dam
start reading
 
 

Taichi Murase

Add description
Rename / change spelling
Add publication
 

Publications by Taichi Murase (bibliography)

 what's this?
2012
 
Edit | Del

Murase, Taichi, Moteki, Atsunori, Suzuki, Genta, Nakai, Takahiro, Hara, Nobuyuki and Matsuda, Takahiro (2012): Gesture keyboard with a machine learning requiring only one camera. In: Proceedings of the 2012 Augmented Human International Conference 2012. p. 29.

In this paper, the authors propose a novel gesture-based virtual keyboard (Gesture Keyboard) that uses a standard QWERTY keyboard layout, and requires only one camera, and employs a machine learning technique. Gesture Keyboard tracks the user's fingers and recognizes finger motions to judge keys input in the horizontal direction. Real-Adaboost (Adaptive Boosting), a machine learning technique, uses HOG (Histograms of Oriented Gradients) features in an image of the user's hands to estimate keys in the depth direction. Each virtual key follows a corresponding finger, so it is possible to input characters at the user's preferred hand position even if the user displaces his hands while inputting data. Additionally, because Gesture Keyboard requires only one camera, keyboard-less devices can implement this system easily. We show the effectiveness of utilizing a machine learning technique for estimating depth.

© All rights reserved Murase et al. and/or ACM Press

2011
 
Edit | Del

Murase, Taichi, Moteki, Atsunori, Ozawa, Noriaki, Hara, Nobuyuki, Nakai, Takehiro and Fujimoto, Katsuhito (2011): Gesture keyboard requiring only one camera. In: Proceedings of the 2011 ACM Symposium on User Interface Software and Technology 2011. pp. 9-10.

In this paper, we propose a novel gesture-based virtual keyboard (Gesture Keyboard) of QWERTY key layout requiring only one camera. Gesture Keyboard tracks the user's fingers and recognizes gestures as the input, and each virtual key of it follows a corresponding finger. Therefore, it is possible to input characters at the user's preferred hand position even if displacing hands during inputting. Because Gesture Keyboard requires only one camera to obtain sensor information, keyboard-less devices can feature it easily.

© All rights reserved Murase et al. and/or ACM Press

 
Add publication
Show list on your website
 

Join our community and advance:

Your
Skills

Your
Network

Your
Career

 
Join our community!
 
 
 
Date created: Not available
Date last modified: Not available Date created: Not available
Date last modified: Not available

Page Information

Page maintainer: The Editorial Team
URL: http://www.interaction-design.org/references/authors/taichi_murase.html