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An Enhanced Computer Vision Based Hand Movement
Capturing System with Stereo Vision
Manaram Gnanasekera, Nalan Karunanayake
Pages - 1 - 7 | Revised - 29-02-2016 | Published - 01-04-2016
MORE INFORMATION
KEYWORDS
Computer Vision, Object tracking, Meanshift, Stereo Vision.
ABSTRACT
This framework is a hand movement capturing method which could be done in three different
depth levels. The algorithm has the capability of capturing and identifying when the hand is
moving up, down, right and left. From these captured movements four signals could be
generated. Moreover, when these hand movements are done, 15cm-75cm, 75cm-100cm, 100cm-
200cm from the camera (3 depth levels), twelve different signals could be generated. These
generated signals could be used for applications such as game controlling (gaming).The existing
method uses an object area based method for depth analysis. The results of the proposed work
shows it has high accuracy compared to the existing method when tested for depth analysis.
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Dr. Manaram Gnanasekera
Department of Electrical and Computer Engineering
Sri Lanka Institute of Information Technology
Malabe, 10115 - Sri Lanka
manaramcv@gmail.com
Mr. Nalan Karunanayake
University of Sri Jayawardenapura - Sri Lanka
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