Tracking Multiple Moving Objects from Monocular Image Sequences with Hausdorff Distance and Context Information

• Nugroho Hertog

  Keio University

• Ozawa Shinji

  Keio University

書誌事項

タイトル別名

• Tracking Multiple Moving Objects from M

抄録

This work investigates a new approach to the tracking of multiple moving objects. The method comprises of two level procedures. At the first level, it tracks each object by comparing its shapes between successive frames using Hausdorff distance. At the second level, it uses context information to reduce the complexity of the problem and break it into several more manageable ones. It means that the condition about each object (in this case: correspondence, state, etc.) will be evaluated at each frame and the proper tracking procedure will be initiated based on its evaluation at each object basis. The main contribution of our work is the development of searching and updating procedures and also objects management procedure which makes the system capable to track objects under various, real condition. Experiments conducted on real images demonstrate that the approach is robust against overlapping and various objects' condition.

収録刊行物

• 電気学会論文誌Ｃ（電子・情報・システム部門誌）

  電気学会論文誌Ｃ（電子・情報・システム部門誌） 118 (7-8), 1138-1147, 1998

  一般社団法人 電気学会

キーワード

• non-rigid
• multiple objects
• tracking
• Hausdorff distance
• context information

詳細情報

• CRID: 1390001204608343936
• NII論文ID: 130006844097
• NII論文ID: 10002814629
• NII書誌ID: AN10065950
• DOI: 10.1541/ieejeiss1987.118.7-8_1138
• ISSN: 13488155
• ISSN: 03854221
• NDL書誌ID: 4496734
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I4496734
• Web Site: https://www.jstage.jst.go.jp/article/ieejeiss1987/118/7-8/118_7-8_1138/_pdf
• 本文言語コード: en
• データソース種別:
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