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Investigating pre-touch for sound generation on multi-touch surfaces using blob area detection
- Source :
- SMC
- Publication Year :
- 2017
- Publisher :
- IEEE, 2017.
-
Abstract
- We present a method to assist pre-touch on multi-touch surfaces using features extracted from the fingertips of the user's hands. Pixel area a feature obtained from the contour of a fingertip is computed and tracked using commodity cameras to obtain the velocity of approaching fingers. We target sound volume control for digital multi-touch instruments an area where pre-touch is demonstrated with our approach to approximating velocity of finger taps. We explore other areas of application with velocity and how it can help anticipate user actions in mobile touch displays. In order to evaluate the effectiveness of the proposed system, a system prototype was presented to users. We confirmed the satisfactory results by performing the recognition rate experiment for measuring the blob size according to the touch speed.
- Subjects :
- Pixel
business.industry
Computer science
05 social sciences
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Multi-touch
020207 software engineering
02 engineering and technology
Sound generation
Loudness
Feature (computer vision)
0202 electrical engineering, electronic engineering, information engineering
0501 psychology and cognitive sciences
Computer vision
Artificial intelligence
business
050107 human factors
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
- Accession number :
- edsair.doi...........1a885c10efbff1eb0b104aea7cdd7970
- Full Text :
- https://doi.org/10.1109/smc.2017.8122752