Object detection based on spatio-temporal light field sensing

研究成果: ジャーナルへの寄稿記事

5 引用 (Scopus)

抄録

This paper discusses about object detection based on spatio-temporal light field sensing. Our proposed method generates an arbitrary in-focus plane in the surveillance scene, and the background region can be filtered out by out-focusing. A new feature representation, called Local Ray Pattern (LRP), is introduced to evaluate the spatial consistency of light rays. The combination of LRP and GMM-based background modeling realizes object detection on the in-focus plane. Experimental results demonstrate the effectiveness and applicability for video surveillance.

元の言語英語
ページ(範囲)129-133
ページ数5
ジャーナルIPSJ Transactions on Computer Vision and Applications
5
DOI
出版物ステータス出版済み - 7 1 2013

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Object detection

All Science Journal Classification (ASJC) codes

  • Computer Vision and Pattern Recognition

これを引用

Object detection based on spatio-temporal light field sensing. / Shimada, Atsushi; Nagahara, Hajime; Taniguchi, Rin-Ichiro.

:: IPSJ Transactions on Computer Vision and Applications, 巻 5, 01.07.2013, p. 129-133.

研究成果: ジャーナルへの寄稿記事

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