Object Recognition Based on Camera Control
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- Nishikawa Noboru
- Osaka Prefecture University
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- Onishi Masaki
- Osaka Prefecture University
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- Matsumoto Takuya
- Osaka Prefecture University
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- Izumi Masao
- Osaka Prefecture University
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- Fukunaga Kunio
- Osaka Prefecture University
Bibliographic Information
- Other Title
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- カメラ位置姿勢制御を用いたモデルベース物体認識
- カメラ イチ シセイ セイギョ オ モチイタ モデル ベース ブッタイ ニンシ
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Abstract
This paper proposes a robust object recognition system based on camera control. The objective of our system is to seek the optimum camera position where the unknown object can be recognized clearly. We define a degree of recognition-ambiguity based on basic probabilities that is calculated by using an input image and model images generated from object model data. Our active vision system makes an act plan iteratively so as to decrease the degree of recognition-ambiguity and controls the camera to move to the optimum position. Our proposed active method is able to recognize the object more accurately than conventional passive methods which analyze only a given input image. Experimental results show effectiveness of our approach.
Journal
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- IEEJ Transactions on Electronics, Information and Systems
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IEEJ Transactions on Electronics, Information and Systems 118 (2), 210-216, 1998
The Institute of Electrical Engineers of Japan
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Keywords
Details 詳細情報について
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- CRID
- 1390001204607542528
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- NII Article ID
- 130006843501
- 10002813046
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- NII Book ID
- AN10065950
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- ISSN
- 13488155
- 03854221
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- NDL BIB ID
- 4391710
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
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- Abstract License Flag
- Disallowed