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复杂背景下多运动目标轮廓检测

杨莉 李玉山 刘洋 张大朴

杨莉, 李玉山, 刘洋, 张大朴. 复杂背景下多运动目标轮廓检测[J]. 电子与信息学报, 2005, 27(2): 306-309.
引用本文: 杨莉, 李玉山, 刘洋, 张大朴. 复杂背景下多运动目标轮廓检测[J]. 电子与信息学报, 2005, 27(2): 306-309.
Yang Li, Li Yu-shan, Liu Yang, Zhang Da-pu. Detection Contours of Multiple Moving Objects with Complex Background[J]. Journal of Electronics & Information Technology, 2005, 27(2): 306-309.
Citation: Yang Li, Li Yu-shan, Liu Yang, Zhang Da-pu. Detection Contours of Multiple Moving Objects with Complex Background[J]. Journal of Electronics & Information Technology, 2005, 27(2): 306-309.

复杂背景下多运动目标轮廓检测

Detection Contours of Multiple Moving Objects with Complex Background

  • 摘要: 该文在研究多种运动目标轮廓检测算法的基础上,提出了一种新的复杂背景下基于连续3帧即可精确检测多运动目标轮廓的算法。分析和实验表明,该算法抗干扰能力强,可以有效地消除被运动目标遮挡和重现的纹理背景,对复杂背景及不重叠多目标运动情况,可以精确地定位各个运动目标的外轮廓。此外,该算法具有潜在的并行机制,易于实现实时运动图像处理。
  • Changick Kim, Hwang Jenq-Neng. Fast and automatic video object segmentation and tracking for content-based application[J].IEEE Trans. on Circuits and Systems for Video Technology.2002,12(2):122-[2]Thomas M, King N. NganAutomatic segmentation of moving objects for video object plane generation[J].. IEEE Trans. on Circuits and Systems for Video Technology.1998, 8(5):525-[3]Adrian G. Bors, Ioannis PitasPrediction and tracking of moving objects in image sequence[J].. IEEE Trans. on Image Processing.2000, 9(8):1441-[4]Kass M, Witkin A, Terzopoulos D. Snake: Active contour models[J].International Journal of Computer Vision.1988, 1(4):321-[5]Rhee P K, La C W. Boundary extraction of moving objects from image sequence. TENCON 99. Proceedings of the IEEE Region 10 Conference. 15 - 17 Sept., 1999, Vol. 1: 621 - 624.[6]Neff A, Colonnese S, Russo G, Talone P. Automatic moving object and background separation[J].Signal Processing.1998,66(2):219-[7]Dubuisson M P, Jain A K. Contour extraction of moving objects in complex outdoor scenes[J].International Journal of Computer Vision.1995, 14(1):83-[8]Williams D J, Shah M. A fast algorithm for active contours. In Proc. Third Int. Conf. Computer Vision, Osaka, Japan, Dec. 4 - 7,1990:592 - 595.[9]WilliamsD J, Shah M. A fast algorithm for active contours and curvature estimation. CVGIP: Image Understanding, 1991, 55(1):14 - 26.[10]Amini A, Tehrani S, Whemouth T. Using dynamic programming for minimizing the energy of active contours in the presence of hard constraints. In Proc. Second Int. Conf. Computer Vision,Tarpon Springs, Dec. 5 - 8, 1988:95 - 99.[11]Amini A, Whemouth T, Jain J. Using dynamic programming for solving variational problems in vision[J].IEEE Trans. on Pattern Anal. Machine Intell.1990, 12(9):855-
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出版历程
  • 收稿日期:  2003-09-02
  • 修回日期:  2004-05-08
  • 刊出日期:  2005-02-19

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