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Perceptual Glove:多視点画像に基づく手形状・姿勢の実時間入力とその応用

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  • Perceptual Glove タシテン ガゾウ ニ モトヅク シュケイジョウ シセイ ノ ジツジカン ニュウリョク ト ソノ オウヨウ
  • Perceptual Glove: Real-time Input of 3D Pose and Configuration of User's Hand Using Multiple Cameras and Its Applications
  • ヒューマンインタフェース

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In this paper, we introduce a method for tracking a user's hand in 3Dand recognizing the hand's gesture in real-time without the use of anyinvasive devices attached to the hand.Our method uses multiplecameras for determining the position and orientation of a user's handmoving freely in a 3D space.In addition, the method identifiespredetermined gestures in a fast and robust manner by using a neuralnetwork which has been properly trained beforehand.This paper alsodescribes results of user study of our proposed method and itsapplication for several types of applications, including 3D objecthandling for a desktop system and 3D walk-through for a largeimmersive display system.


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