期刊文献+

基于混合高斯模型的运动目标检测 被引量:2

A MOGS-based algorithm for moving object detection
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摘要 提出了一种新的基于HSV颜色空间的阴影检测和误判检测的自适应背景模型运动目标检测算法,并将其应用于运动物体的分割。该算法较好地解决了背景模型的提取、更新、背景扰动、外界光照变化等问题。实验结果表明了该算法的实时性、可靠性和准确性较好。 In the paper, we propose an adaptive HSV coh)r background model with shadow and false detection to segment moving objects. The algorithm effectively deals with the problems of the abstraction and update of background, background disturbance, illumination changes etc. Experiments show that the method is reliable, and can be used in relevant real-time applications.
出处 《微计算机信息》 2010年第5期199-200,196,共3页 Control & Automation
关键词 混合高斯模型 目标检测 阴影消除 误判检测 mixture Gaussian model Object detection Shadow elimination false detection
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  • 1王洪建.基于HSV颜色空间的一种车牌定位和分割方法[J].仪器仪表学报,2005,26(z2):371-373. 被引量:28
  • 2谈永新,黄锡鹏.一种新的快速自适应车牌定位方法[J].微计算机信息,2005,21(2):66-68. 被引量:14
  • 3Onoguchi K. Shadow elimination method for moving object detection [A]. Fourteenth International Conference on Pattern Recognition, Brisbane, Australia, 1998.
  • 4Bevilacqua A. Effective shadow detection in traffic monitoring applications [A]. The 11th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, Plzen Bory, Czech Republic, 2003.
  • 5Fung G S K, Yung N H C, Pang G K H, et al. Towards detection of moving cast shadows for visual traffic surveillance [A]. IEEE International Conference on Systems, Man and Cybernetics, Tucson, USA, 2001.
  • 6Cucchiara R, Grana C, Piccardi M, et al. Detecting objects, shadows and ghosts in video streams by exploiting color and motion information [A]. 11th International Conference on Image Analysis and Processing, Palermo, Italy,2001.
  • 7Salvador E, Cavallaro A, Ebrahimi T. Shadow identification and classification using invariant color models[A]. IEEE International Conference on Acoustics, Speech and Signal Processing, Salt Lake, USA, 2001.
  • 8Wang J M, Chung Y C, Chang C L, et al. Shadow detection and removal for traffic images [A]. IEEE International Conference on Networking, Sensing and Control, Taipei, Taiwan, 2004.
  • 9章毓晋.图像处理和分析[M].北京:清华大学出版社,2003:179-180.
  • 10J R Parker, Pavol Federl. An Approach To License Plate Recognition [EB/OL]. [2005-01]. http://pharos.epse. ucalgary. ca.

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  • 1汤旭慧.基于共有边界长度的改进分水岭算法[J].计算机工程与应用,2005,41(1):84-86. 被引量:5
  • 2丁伟杰,范影乐,庞全.一种改进的基于分水岭算法的粘连分割研究[J].计算机工程与应用,2007,43(10):70-72. 被引量:25
  • 3Oliver Schmitt,Maria Hasse.Morphological multiscale decomposition of connected regions with emphasis on cell clusters[J].Computer Vision and Image Understanding,2009,113(2):188-201.
  • 4马瑞,杨静宇.一种用于手写数字分割的滴水算法的改进[J].小型微型计算机系统,2007,28(11):2110-2112. 被引量:9
  • 5Pedro F. Felzenszwalb,Daniel P. Huttenlocher.Pictorial Structures for Object Recognition[J].International Journal of Computer Vision.2005(1)
  • 6Lakulish Antani.Track Human Motion Using Pictorial Structure[]..2007
  • 7Fischler M,Elschlager R.The representation and matching of pictorial structure[].IEEE Transactions on Computers.1973
  • 8Canny J.A computational approach to edge detection[].IEEE Transactions on Pattern Analysis and Machine Intelligence.1986
  • 9Rabiner L,Juang B H.Fundamentals of Speech Recognition[]..1993
  • 10Blank M,Gorelick L,Shechtman E. et al.Actions as space-time shapes[].Proceedings of IEEE Conference on Computer Vision.2005

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