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《Acta Electronica Sinica》 2003-09
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Detection of Moving Object Using a Fusion Method Based on Segmentation of Optical Flow Field and Edge Extracted by Canny's Operator

ZHANG Ze xu 1,LI Jin zong 1,LI Ning ning 2 (1 Dept of Electronic & Communication Engineering,Harbin Institute of Technology,Harbin,Heilongjiang 150001,China; 2 Beijing Spacecraft General Design Department,Beijing 100087,China)  
We proposed a method on detection of moving object using a fusion algorithm based on segmentation of optical flow field and edge extracted by Canny′s operator in the image sequence acquired by a moving camera.This method can be preformed with three steps.In the first step,the segmentation of object area was finished and segmentation map was obtained using motion epipolar constraint and C Mean value cluster algorithm.In the second step,edge map of object area was established by Canny's edge operator.In the third step,a whole object was detected by a novel fusion method based on segmentation map and edge map.The experiments have shown encouraging results using two sequences of natural images with complex backgrounds.
【Fund】: 航天创新基金资助项目 (No.2 0 0 1 )
【CateGory Index】: TN911.73
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