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METHOD FOR ADAPTIVELY UPDATING BACKGROUND IMAGE EXPRESSING BACKGROUND OF SCENE

机译:自适应更新场景背景图像表达背景的方法

摘要

PROBLEM TO BE SOLVED: To solve three major problems generally present in background image update of a conventional technique as follows: (1) background update is caused by all input images (time is wasted); (2) all pixels in each image are considered during update (time is further wasted); and (3) a manner for updating the background image is fixed (it is not optimum).;SOLUTION: This method compares a background image to input images to determine a similarity score λ for each input image. Then, the background image is updated only if the similarity score for a particular image is less than a predetermined threshold. Presumably, any pixel whose color does not change is a part of a static background, and any pixel that does change is part of a moving object. The similarity score controls when input images are scored, and the manner the background image is updated.;COPYRIGHT: (C)2005,JPO&NCIPI
机译:要解决的问题:解决传统技术的背景图像更新中通常存在的三个主要问题,如下:(1)背景更新是由所有输入图像引起的(浪费时间); (2)在更新过程中考虑了每个图像中的所有像素(进一步浪费了时间);解决方案:该方法将背景图像与输入图像进行比较,以确定相似度得分λ;并且(3)更新背景图像的方式是固定的(并非最佳)。对于每个输入图像。然后,仅当特定图像的相似性分数小于预定阈值时才更新背景图像。假定任何颜色不变的像素都是静态背景的一部分,任何变化的像素都是运动对象的一部分。相似度评分控制对输入图像进行评分的时间以及背景图片的更新方式。;版权所有:(C)2005,JPO&NCIPI

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