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Systems and methods for unsupervised local boundary or region refinement of figure masks using over and under segmentation of regions

机译:使用区域的过度分割和不足分割对图形蒙版进行无监督的局部边界或区域细化的系统和方法

摘要

An initial figure mask estimation of an image is generated using a figure ground segmentation system, thereby initially assigning each pixel in the image with a first attribute value or a second attribute value. A JigCut region segmentation of the image is generated. The figure mask estimation is processed with the JigCut region segmentation by (i) classifying the pixels of the image in each respective JigCut region in the JigCut region segmentation with the first attribute value when a predetermined number or a predetermined percentage of the pixels within the respective JigCut region have been initially assigned the first attribute value by the initial figure mask estimation and (ii) classifying the pixels of the image in each respective JigCut region in the JigCut region segmentation with the second attribute value otherwise.
机译:使用图形地面分割系统生成图像的初始图形掩模估计,从而首先为图像中的每个像素分配第一属性值或第二属性值。生成图像的JigCut区域分割。通过以下方式,通过JigCut区域分割来处理图形掩模估计:(i)当在各个区域内的像素的预定数量或预定百分比的情况下,通过第一属性值将JigCut区域分割中的每个各个JigCut区域中的图像的像素分类通过初始图形掩模估计,已经为JigCut区域初始分配了第一属性值,并且(ii)将JigCut区域分段中每个相应JigCut区域中的图像像素与第二属性值一起分类。

著录项

  • 公开/公告号US8135216B2

    专利类型

  • 公开/公告日2012-03-13

    原文格式PDF

  • 申请/专利权人 ROBINSON PIRAMUTHU;

    申请/专利号US20080333293

  • 发明设计人 ROBINSON PIRAMUTHU;

    申请日2008-12-11

  • 分类号G06K9/34;G06K9/62;G06K9/00;

  • 国家 US

  • 入库时间 2022-08-21 17:28:53

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