Optics and Precision Engineering, Volume. 19, Issue 4, 892(2011)

Moving object detection by combining SIFT and differential multiplication

WANG Mei*, TU Da-wei, and ZHOU Xu-Chao
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    References(20)

    [1] [1] RADKE R J, ANDRA S, AL-KOFAHI O,et al.. Image change detection algorithms: a systematic survey [J]. IEEE Trans. on Image Processing, 2005,14(3):1-14.

    [2] [2] ELHABIAN S Y, EL-SAYED K M, AHMED S H. Moving object detection in spatial domain using background removal techniques -State-of-art [J]. Recent Patents on Computer Science,2008,1(1):32-54.

    [3] [3] ZHU B T, ZHENG SH B. Space domain background subtraction and shadow elimination based on gaussian mixture model [J]. Journal of Image and Graphics, 2008,13(10):1906-1909. (in Chinese)

    [4] [4] ELGAMMAL A, DURAISWAMI R, HARWOOD D,et al.. Background and foreground modeling using nonparametric kernel density estimation for visual surveillance [J]. Proc. of the IEEE,2002,90(7):1151-1163.

    [5] [5] KATO J, WATANABE T, JOGA S,et al.. An HMM-based segmentation method for traffic monitoring movies [J]. IEEE Trans. on Pattern Analysis and Machine Intelligence, 2002,24(9):1291-1296.

    [6] [6] SASA G,LONCARIC S. Spatio-temporal image segmentation using optical flow and clustering algorithm [C]. First Int. Work-shop on Image and signal Processing and Analysis, 2000:63-68.

    [7] [7] BARRON J L, FLEET D J, BEAUCHEMIN S S. Performance of optical flow techniques [J]. International Journal of Computer Vision, 1994,12(1):42-77.

    [8] [8] REN Y, CHUA C S, HO Y K. Motion detection with non-stationary background [J]. Machine Vision and Application, 2003,13(5):332-343.

    [11] [11] LENG B, DAI Q. Video object segmentation based on accumulative frame difference [C]. Proc. Of Picture Coding Symposium, 2007:1155.

    [12] [12] COLLINS R T, LIPTON A J, KANADE T,et al.. A system for video surveillance and monitoring [R]. Technical report, The Robotics Institute, Carnegie Mellon University, 2000.

    [13] [13] HUANG J Z, TAN T N, MA L,et al.. Phase correlation based iris image registration model [J]. Journal of Computer Science and Technology, 2005,20(3):419-425.

    [14] [14] REDDY B S,CHATTERJI B N. An FFT-based technique for translation, rotation, and scale-invariant image registration [J]. IEEE Trans. on Image Processing, 1996,5(8):1266-1271.

    [15] [15] JIA R, ZHANG H, WANG L,et al.. Digital image stabilization based on phase correlation [C]. Int. Conf. on Artificial Intelligence and Computational Intelligence, 2009:485-489.

    [16] [16] ZHAN C, DUAN X, XU S,et al.. An improved moving object detection algorithm based on frame difference and edge detection[C]. Fourth Int. Conf. on Image and Graphics, 2007:519-523.

    [17] [17] DAVID G LOWE. Distinctive image features from scale-invariant keypoints [J]. International Journal of Computer Vision, 2004,60(3):91-110.

    [19] [19] ZHOU X CH, TU D W, CHEN Y,et al.. Moving object detection under dynamic background based on phase-correlation and differential multiplication [J]. Chinese Journal of Scientific Instrument, 2010,31(5):980-983. (in Chinese)

    [20] [20] GONZALEZ R C,WOODS R E. Digital Image Processing [M]. 3rd. Prentice Hall, 2008.

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    WANG Mei, TU Da-wei, ZHOU Xu-Chao. Moving object detection by combining SIFT and differential multiplication[J]. Optics and Precision Engineering, 2011, 19(4): 892

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    Paper Information

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    Received: Jul. 23, 2010

    Accepted: --

    Published Online: Jun. 14, 2011

    The Author Email: WANG Mei (mwang@shu.edu.cn)

    DOI:10.3788/ope.20111904.0892

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