Real-Time Estimation of Human Head Position in Three Dimensional Voxel Space Reconstructed with Multiple Stereo Cameras

• KAWANAKA Haruki

  愛知県立大学

• FUJIYOSHI Hironobu

  中部大学

• IWAHORI Yuji

  中部大学

Bibliographic Information

Other Title

• 複数のステレオカメラから生成した三次元ボクセル空間における人物頭部位置のリアルタイム推定
• フクスウ ノ ステレオカメラ カラ セイセイ シタ 3ジゲン ボクセル クウカン ニ オケル ジンブツ トウブ イチ ノ リアルタイム スイテイ

Abstract

In this paper, we propose the new method to track the human head by using the location and color information. Some previous methods, which use multiple cameras, are performed inside two dimensional images. But, we expand it to the tracking in three dimensional voxel space. The voxel space is reconstructed by integrating the depth maps obtained from the multiple stereo cameras. It is necessary to integrate information efficiently to track in real time. Particle filter, which has the robustness for noise, is used to track the human head. The integrated voxel region should be restricted to the minimum necessary for particle filter. Thereby we can obtain images, integrate information and estimate the position of the human head in real time.

Journal

• Journal of the Japanese Society for Experimental Mechanics

  Journal of the Japanese Society for Experimental Mechanics 6 (3), 244-250, 2006

  The Japanese Society for Experimental Mechanics

Keywords

• Stereo Camera
• Depth Map
• Voxel Space
• Human Head Tracking
• Particle Filter
• Mean Shift

Details

• CRID: 1390282680166986624
• NII Article ID: 10018779700
• NII Book ID: AA11822914
• DOI: 10.11395/jjsem.6.244
• ISSN: 18844219
• ISSN: 13464930
• NDL BIB ID: 8524382
• Web Site: http://id.ndl.go.jp/bib/8524382
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I8524382
• Text Lang: ja
• Data Source:
  • JaLC
  • NDL
  • CiNii Articles
  • KAKEN
• Abstract License Flag: Disallowed