王枚, 苏光大, 王国宏. 一种复杂环境下运动目标检测的背景构建方法[J]. 武汉大学学报 ( 信息科学版), 2010, 35(8): 963-966.
引用本文: 王枚, 苏光大, 王国宏. 一种复杂环境下运动目标检测的背景构建方法[J]. 武汉大学学报 ( 信息科学版), 2010, 35(8): 963-966.
WANG Mei, SU Guangda, WANG Guohong. Background Building Method of Moving Objects Detection in Complex Scenes[J]. Geomatics and Information Science of Wuhan University, 2010, 35(8): 963-966.
Citation: WANG Mei, SU Guangda, WANG Guohong. Background Building Method of Moving Objects Detection in Complex Scenes[J]. Geomatics and Information Science of Wuhan University, 2010, 35(8): 963-966.

一种复杂环境下运动目标检测的背景构建方法

Background Building Method of Moving Objects Detection in Complex Scenes

  • 摘要: 针对复杂环境下背景构建困难等问题,提出了一种彩色图像依照目标运动状态实时进行更新的背景构建方法。该方法通过定义彩色图像距离,根据当前图像与背景图像之间的距离变化定义运动状态矩阵,从而利用状态矩阵结合当前帧图像的彩色特征更新背景。该方法无需假设背景模型,能够适应各类复杂的突变,通过获取包含多类目标的实测彩色图像实验验证了算法的有效性和准确性。

     

    Abstract: We present a background image building method to deal with the problem of color images motion object detection in real-time.The distance between color images is defined to compare the frame image and the background image according to the frame sequences.The motion state matrix is extracted to update background image in pixels level.The method need not background models and fit variety changes.Actual color images were used to test the method.The experimental results show that our method is effective and accurate.

     

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