e-ISSN : 0975-3397
Print ISSN : 2229-5631
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ABSTRACT

Title : Fingertip Detection for Hand Pose Recognition
Authors : M.K. Bhuyan, Debanga Raj Neog and Mithun Kumar Kar
Keywords : Hand Posture, Human Computer Interaction, Hand Modelling.
Issue Date : March 2012.
Abstract :
In this paper, a novel algorithm is proposed for fingertip detection and finger type recognition. The algorithm is applied for locating fingertips in hand region extracted by Bayesian rule based skin color segmentation. Morphological operations are performed in the segmented hand region by observing key geometric features. A probabilistic modeling of the geometric features of finger movement has made the finger type recognition process significantly robust. Proposed method can be employed in a variety of applications like sign language recognition and human robot interactions.
Page(s) : 501-511
ISSN : 0975–3397
Source : Vol. 4, Issue.03

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