A multimodal gesture-based virtual interactive piano system using computer vision and a motion controller

Everyday life activities rely on technology and in order to compliment modern day lifestyle, technology has to be either portable or interoperable. In this paper, we propose a close to real-time, gesture-based virtual piano system, using computer vision and motion tracking, with the notion of being accessible in different environments. The solution focuses on capturing a user's hand movements using sensors such as a camera and a motion controller. The system captures the information as the user interacts with the device, in order to simulate the use of an acoustic piano. Furthermore, this paper presents a model, which serves as a blueprint that highlights the important system processes. The model is validated by a prototype in order to assess the usability and viability of the system. The solution has achieved promising performance results in terms of accuracy, related to percentage of false-positives and false-negatives produced. The solution attempts to retain the comfort and efficiency of a traditional acoustic piano, while being accessible in any environment where the device can placed and interacted with.

[1]  Arun Ross,et al.  Multimodal biometrics: An overview , 2004, 2004 12th European Signal Processing Conference.

[2]  Leslie J. Couse,et al.  A Tablet Computer for Young Children? Exploring its Viability for Early Childhood Education , 2010 .

[3]  Varin Chouvatut,et al.  Virtual piano with real-time interaction using automatic marker detection , 2013, 2013 International Computer Science and Engineering Conference (ICSEC).

[4]  Brent Gillespie The Virtual Piano Action: Design and Implementation , 1994, ICMC.

[5]  C. Paul Newhouse Wireless-portable technologies unlock the potential for computers to support learning in an Australian primary school , 2004, The 2nd IEEE International Workshop on Wireless and Mobile Technologies in Education, 2004. Proceedings..

[6]  Thomas C. Reeves,et al.  Design-Based Research and Educational Technology: Rethinking Technology and the Research Agenda , 2008, J. Educ. Technol. Soc..

[7]  Richard D. Green,et al.  Key detection for a virtual piano teacher , 2013, 2013 28th International Conference on Image and Vision Computing New Zealand (IVCNZ 2013).

[8]  Pablo Gil,et al.  3D Visual Sensing of the Human Hand for the Remote Operation of a Robotic Hand , 2014 .

[9]  Edward H. Adelson,et al.  Spatio-temporal segmentation of video data , 1994, Electronic Imaging.

[10]  Jan Herrington,et al.  Design-based research and doctoral students: Guidelines for preparing a dissertation proposal , 2007 .

[11]  Yu Zhou,et al.  Piano AR: A Markerless Augmented Reality Based Piano Teaching System , 2011, 2011 Third International Conference on Intelligent Human-Machine Systems and Cybernetics.