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Ultra-fast parallel computation method for integrated image based image segmentation and its media recording thereof

机译:基于图像的集成图像图像分割及其媒体记录超快速并行计算方法及其媒体记录

摘要

The present invention generates an integral image from a given ultra-high-resolution graylevel image and uses it to perform image segmentation using the value of a Difference of Averages (DoA) filter. It relates to a parallel computation method that generates (trianry image) at high speed. An ultra-high-speed parallel operation method for image segmentation using an integral image according to the present invention includes: a padding image from a given input image and a simultaneous generating unit of an integral image thereof; a mean difference filter unit using the calculated value of the integral image; and an image segmentation ternary image generation unit using the values generated from the mean difference filter unit; includes In the case of implementing the integral image-based image segmentation method as software in a computer equipped with a multi-core CPU as an embodiment according to the present invention, a multi-GPU that requires additional cost because it can be implemented in real time only with a multi-core CPU There is an effect that I do not need to use a special embedded (embedded). In addition, there is an effect that can be used for image quality assessment to determine whether there is an abnormality in the camera and lighting, which are essential components of a machine vision inspection system, using the integral image.
机译:本发明产生来自给定超高分辨率灰度图像的积分图像,并使用它来使用平均值(DOA)滤波器的差异的值执行图像分割。它涉及一种并行计算方法,其高速生成(三国图像)。使用根据本发明的积分图像的图像分割的超高速并行操作方法包括:来自给定输入图像的填充图像及其整体图像的同时产生单元;一种平均差异滤波器单元,使用积分图像的计算值;和使用从平均差滤波器单元产生的值的图像分割三元图像生成单元;包括在作为根据本发明的实施例配备有多核CPU的计算机中的基于计算机的基于计算机的图像分割方法作为软件的情况下,需要额外成本的多GPU,因为它可以在真实中实现仅使用多核CPU的时间有一种效果,我不需要使用特殊的嵌入式(嵌入式)。此外,存在可用于图像质量评估的效果,以确定相机和照明是否存在异常,这是使用积分图像的机器视觉检查系统的基本组件。

著录项

  • 公开/公告号KR20210075453A

    专利类型

  • 公开/公告日2021-06-23

    原文格式PDF

  • 申请/专利权人 ㈜ 에이치엠지;최일;

    申请/专利号KR1020190166530

  • 发明设计人 최일;

    申请日2019-12-13

  • 分类号G06T1/20;G06T5/20;H04N5/262;

  • 国家 KR

  • 入库时间 2022-08-24 19:50:25

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