Recognition of Two-Hand Gestures Using Coupled Switching Linear Model (Image Processing, Image Patern Recongition)

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概要

• 論文の詳細を見る

• copyright(c)2003 IEICE許諾番号：08RB0010We present a method for recognition of two-hand gestures. Two-hand gestures include fine-grain descriptions of hands under a complicated background, and have complex dynamic behaviors. Hence, assuming that two-hand gestures are an interacting process of two hands whose shapes and motions are described by switching linear dynamics, we propose a coupled switching linear dynamic model to capture interactions between both hands. The parameters of the model are learned via EM algorithm using approximate computations. Recognition is performed by selection of the model with maximum likelihood out of a few learned models during tracking. We confirmed the effectiveness of the proposed model in tracking and recognition of two-hand gestures through some experiments.

• 社団法人電子情報通信学会の論文
• 2003-08-01

著者

• Kuno Y

  Osaka Univ. Suita‐shi Jpn

• Kuno Yoshinori

  Department Of Information And Computer Sciences Saitama University

• Kuno Yoshinori

  Department Of Computer-controlled Mechanical Systems Osaka University:department Of Information And

• SHIRAI Yoshiaki

  Department Mechanical Engineering for Computer-Controlled Machinery, Osaka University

• Shimada Naoyuki

  Department Of Electronic Engineering Graduate School Of Engineering Osaka University

• Kuno Yoshinori

  Department Mechanical Engineering For Computer-controlled Machinery Osaka University

• Jeong Muu-ho

  Department Of Computer-controlled Mechanical Systems Osaka University

• SHIMADA Nobutaka

  Department of Computer-Controlled Mechanical Systems, Osaka University

• Shirai Y

  Department Of Computer-controlled Mechanical Systems Osaka University

• Shirai Yoshiaki

  Department Mechanical Engineering For Computer-controlled Machinery Osaka University

• 久野 義徳

  Deparment of Information and Computer Sciences, Saitama University

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