4.5 Article

STARS: Sign tracking and recognition system using input-output HMMs

Journal

PATTERN RECOGNITION LETTERS
Volume 30, Issue 12, Pages 1086-1095

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ELSEVIER
DOI: 10.1016/j.patrec.2009.03.016

Keywords

IOHMM; HCRF; HCI; Hand gesture recognition; Gesture spotting; Adaptive threshold model

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STARS is a vision based real time gestural interface that allows both communicative and manipulative 3D hand gestures, which vary in motion and appearance, to control target generic personal computer applications. This input-output HMM based framework attains high recognition rates on a database consisting of 20 complex hand gestures. (C) 2009 Elsevier B.V. All rights reserved.

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