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Guitarist Fingertip Tracking by Integrating a Bayesian Classifier into Particle Filters
Joint Authors
Kerdvibulvech, Chutisant
Saito, Hideo
Source
Advances in Human-Computer Interaction
Issue
Vol. 2008, Issue 2008 (31 Dec. 2008), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2008-10-12
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
We propose a vision-based method for tracking guitar fingerings made by guitar players.
We present it as a new framework for tracking colored finger markers by integrating a Bayesian classifier into particle filters.
This adds the useful abilities of automatic track initialization and recovery from tracking failures in a dynamic background.
Furthermore, by using the online adaptation of color probabilities, this method is able to cope with illumination changes.
Augmented Reality Tag (ARTag) is then utilized to calculate the projection matrix as an online process which allows the guitar to be moved while being played.
Representative experimental results are also included.
The method presented can be used to develop the application of human-computer interaction (HCI) to guitar playing by recognizing the chord being played by a guitarist in virtual spaces.
The aforementioned application would assist guitar learners by allowing them to automatically identify if they are using the correct chords required by the musical piece.
American Psychological Association (APA)
Kerdvibulvech, Chutisant& Saito, Hideo. 2008. Guitarist Fingertip Tracking by Integrating a Bayesian Classifier into Particle Filters. Advances in Human-Computer Interaction،Vol. 2008, no. 2008, pp.1-10.
https://search.emarefa.net/detail/BIM-467870
Modern Language Association (MLA)
Kerdvibulvech, Chutisant& Saito, Hideo. Guitarist Fingertip Tracking by Integrating a Bayesian Classifier into Particle Filters. Advances in Human-Computer Interaction No. 2008 (2008), pp.1-10.
https://search.emarefa.net/detail/BIM-467870
American Medical Association (AMA)
Kerdvibulvech, Chutisant& Saito, Hideo. Guitarist Fingertip Tracking by Integrating a Bayesian Classifier into Particle Filters. Advances in Human-Computer Interaction. 2008. Vol. 2008, no. 2008, pp.1-10.
https://search.emarefa.net/detail/BIM-467870
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-467870