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Image segmentation devices and methods based on sequential frame image of static scene

机译:基于静态场景连续帧图像的图像分割装置及方法

摘要

Provided is an image segmentation device and method based on a sequential frame image of a static scene. The image segmentation device includes an image extraction unit, a seed point detection unit, and an image segmentation unit. The image extraction unit extracts a plurality of sequential frame images from a static scene, and calculates an average and standard deviation of each corresponding pixel. The seed point detection unit extracts a seed point with the average and standard deviation of each pixel calculated by the image extraction unit. The image segmentation unit generates a segmentation image through labeling by a region growing technique, based on the seed point. The image segmentation method captures a sequential frame of a static scene to generate an average and standard deviation of each pixel in the sequential frame and an average image, extracts a seed point with the generated average and standard deviation, and labels a plurality of pixels adjacent to the seed point in a region growing technique which bundles the same regions by allocating a label.
机译:提供了一种基于静态场景的顺序帧图像的图像分割装置和方法。图像分割装置包括图像提取单元,种子点检测单元和图像分割单元。图像提取单元从静态场景中提取多个顺序的帧图像,并计算每个对应像素的平均和标准偏差。种子点检测单元提取具有由图像提取单元计算的每个像素的平均和标准偏差的种子点。图像分割单元基于种子点,通过区域生长技术通过标记来生成分割图像。图像分割方法捕获静态场景的连续帧以生成连续帧中的每个像素和平均图像的平均和标准偏差,提取具有所产生的平均和标准偏差的种子点,并标记相邻的多个像素区域生长技术中的种子点,该技术通过分配标签将相同区域捆绑在一起。

著录项

  • 公开/公告号US8660350B2

    专利类型

  • 公开/公告日2014-02-25

    原文格式PDF

  • 申请/专利权人 SU YOUNG SEO;

    申请/专利号US201113137454

  • 发明设计人 SU YOUNG SEO;

    申请日2011-08-17

  • 分类号G06K9/00;G06K9/34;

  • 国家 US

  • 入库时间 2022-08-21 15:59:52

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