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Optical Flow and Principal Component Analysis-Based Motion Detection in Outdoor Videos

We propose a joint optical flow and principal component analysis (PCA) method for motion detection. PCA is used to analyze optical flows so that major optical flows corresponding to moving objects in a local window can be better extracted. This joint approach can efficiently detect moving objects an...

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Bibliografiska uppgifter
Huvudupphov: Kui Liu, Qian Du, He Yang, Ben Ma
Materialtyp: Artigo
Språk:Inglês
Utgiven: SpringerOpen 2010-01-01
Serie:EURASIP Journal on Advances in Signal Processing
Länkar:http://dx.doi.org/10.1155/2010/680623
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