Apparatus and method for extracting object of interest from image using image matting based on global contrast
    6.
    发明授权
    Apparatus and method for extracting object of interest from image using image matting based on global contrast 有权
    基于全局对比度的图像消光,从图像中提取感兴趣对象的装置和方法

    公开(公告)号:US09569855B2

    公开(公告)日:2017-02-14

    申请号:US14855827

    申请日:2015-09-16

    Inventor: Jae-Hwan Kim

    Abstract: An apparatus and method for extracting an object of interest from an image using image matting are disclosed herein. The apparatus for extracting an object of interest from an image using image matting includes a saliency map generation unit, a trimap generation unit, and an alpha map generation unit. The saliency map generation unit generates a saliency map corresponding to an object of interest inside an input image using a color space probability distribution corresponding to the input image. The trimap generation unit generates meta-trimaps using filters, and generates a trimap by clustering the meta-trimaps. The alpha map generation unit generates an alpha map using the trimap and a matting Laplacian matrix, and extracts the object of interest based on image matting using the alpha map and the input image.

    Abstract translation: 本文公开了一种使用图像消光从图像中提取感兴趣对象的装置和方法。 用于使用图像消隐从图像中提取感兴趣对象的装置包括显着图生成单元,微调生成单元和α图生成单元。 显着图生成单元使用与输入图像对应的颜色空间概率分布来生成与输入图像内的感兴趣对象对应的显着图。 微分器生成单元使用过滤器生成元三次分割,并通过聚类元分割生成微调。 阿尔法地图生成单元使用微调和消隐拉普拉斯矩阵生成α映射,并且使用α映射和输入图像基于图像消隐来提取感兴趣的对象。

Patent Agency Ranking