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1998
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Appearance Based Behavior Recognition by Event Driven Selective Attention

9 years 1 months ago
Appearance Based Behavior Recognition by Event Driven Selective Attention
Most of behavior recognition methods proposed so far share the limitations of bottom-up analysis, and singleobject assumption; the bottom-up analysis can be confused by erroneous and missing image features and the singleobject assumption prevents us from analyzing image sequences including multiple moving objects. This paper presents a robust behavior recognition method free from these limitations. Our method is best characterized by 1) top-down image feature extraction by selective attention mechanism, 2) object discrimination by colored-token propagation, and 3) integration of multi-viewpoint images. Extensive experiments of human behavior recognition in real world environments demonstrate the soundness and robustness of our method.
Toshikazu Wada, Takashi Matsuyama
Added 24 Aug 2010
Updated 24 Aug 2010
Type Conference
Year 1998
Where CVPR
Authors Toshikazu Wada, Takashi Matsuyama
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