A research on the ability of Kinect to discriminate people

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  • 人物判定におけるKinectの骨格線情報の利用(学生研究発表会)
  • 人物判定におけるKinectの骨格線情報の利用
  • ジンブツ ハンテイ ニ オケル Kinect ノ コッカクセン ジョウホウ ノ リヨウ

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Abstract

To research on the ability of a cheap device, Kinect, we try to discriminate people who are walking. We defined the movement of walking, and made feature vectors using information of 5 persons from Kinect. These feature vectors show each movements of walking. Then we made a feature space using Principle Component Analysis, and discriminated test patterns using centers and variances of each classes on the feature space. As a result, it was found that Kinect could discriminate 5 persons who are walking in about 80 percent. Then we considered the result and the way to study.

Journal

  • ITE Technical Report

    ITE Technical Report 36.8 (0), 123-126, 2012

    The Institute of Image Information and Television Engineers

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