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Improved difference method for fast-moving object recognition in complex background

机译:复杂背景下快速运动物体识别的改进差分方法

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Aiming at the problem that it is difficult to identify the fast moving objects in complex background, the paper proposes a method that establishes the inter-frame background sequence, and then multiply the pixel grayscale in the difference image. It defines constraint rules for public background image, gets moving target region with higher-order cumulant and block grayscale, and further highlights the edges of moving objects, largely eliminating the natural environment noise from lighting, scene and shooting angle changes. Experimental results show that this method can maintain real-time tracking of moving objects, identify non-overlapping moving targets, and provide the basis for subsequent target analysis.
机译:针对难以识别复杂背景下的快速运动物体的问题,提出一种建立帧间背景序列,然后将差分图像中的像素灰度相乘的方法。它定义了公共背景图像的约束规则,以高阶累积量和块灰度获得运动目标区域,并进一步突出运动对象的边缘,从而在很大程度上消除了光照,场景和拍摄角度变化带来的自然环境噪声。实验结果表明,该方法可以保持对运动物体的实时跟踪,识别出不重叠的运动目标,为后续的目标分析提供依据。

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