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Manner and the device which maintain the background of image making use of the multiple gauss distribution models

机译:利用多种高斯分布模型维持图像背景的方式和装置

摘要

A method maintaining an image background by multiple Gaussian models utilized to a device includes the following steps. First, the device captures an image frame having pixels to obtain background information, and then calculates the background information to establish a primary Gaussian model. Next, the device captures continuous image frames in a time period to obtain and calculate graphic information for establishing a secondary Gaussian model, and then repeates the steps to establish multiple secondary Gaussian models. Finally, the device compares two secondary Gaussian models, and then updates learning for the primary Gaussian model by the secondary Gaussian model if the graphic information of the secondary Gaussian models are attributable to the background information, or maintains the background information of the primary Gaussian model without updating the learning if anyone of the graphic information of the two secondary Gaussian models is unattributable to the background information.
机译:通过用于设备的多个高斯模型来维持图像背景的方法包括以下步骤。首先,设备捕获具有像素的图像帧以获得背景信息,然后计算背景信息以建立主要的高斯模型。接下来,该设备在一个时间段内捕获连续的图像帧,以获得并计算用于建立次级高斯模型的图形信息,然后重复步骤以建立多个次级高斯模型。最后,该设备比较两个次要高斯模型,然后如果次要高斯模型的图形信息可归因于背景信息,则通过次要高斯模型更新对主要高斯模型的学习,或者维持主要高斯模型的背景信息如果两个二级高斯模型的图形信息中的任何一个都不能归因于背景信息,则无需更新学习内容。

著录项

  • 公开/公告号JP5352859B2

    专利类型

  • 公开/公告日2013-11-27

    原文格式PDF

  • 申请/专利号JP20090202606

  • 发明设计人 王志平;

    申请日2009-09-02

  • 分类号H04N5/232;G06T1/00;H04N5/225;

  • 国家 JP

  • 入库时间 2022-08-21 16:11:01

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