動作特徴を考慮したモーションキャプチャデータベースの構築と動作生成への応用

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タイトル別名
  • Construction and Application of a Motion Capture Database Using Human Motion Characteristics
  • 動作特徴を考慮したモーションキャプチャデータべースの構築と動作生成への応用
  • ドウサ トクチョウ オ コウリョシタ モーション キャプチャ データベース ノ コウチク ト ドウサ セイセイ エノ オウヨウ

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抄録

Motion capture data is widely used to easily reproduce natural-looking human motions. However, it is very difficult to search a huge motion database for any particular human motion. A variety of motion retrieval techniques that enable users to find accurately corresponding motions have been proposed. We developed a con-struction and retrieval technique for the human motion database that considers the overall features of motion by using a dimension reduction technique and a machine learning algorithm. This technique enables efficient retrieval of a set of motions similar to the query. It is also possibleto apply our technique to motion synthesis by creating ahierarchical motion graph based on the human motion database.

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