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    • 9. 发明申请
    • Method and apparatus for determining a region in an image based on a user input
    • 用于基于用户输入确定图像中的区域的方法和装置
    • US20050232485A1
    • 2005-10-20
    • US11151058
    • 2005-06-13
    • Lisa BrownSusan Crayne
    • Lisa BrownSusan Crayne
    • G06K9/34G06K9/64
    • G06K9/6207
    • Methods and apparatus are disclosed for identifying a particular region in an image based on a user specification and information in the image, such as color and texture information. Initially, the user specifies a region using a single closed contour. The user input specifies the region of interest in the image. The present invention thereafter identifies a region that is (i) near the user input; (ii) about the same size as the initial region; (iii) the most likely boundary based on proximity to the initial boundary, region dissimilarity across the boundary, and similarity in region change along the boundary; and (iv) includes all points of homogeneous sub-regions that are initially mostly included. The present invention identifies the region accurately segmented and appropriately measured. By using local color information, edge information, and the user input, the present invention is capable of segmenting extremely complex regions including regions with highly irregular contours and regions composed of several visually different sub-regions or textures, or both.
    • 公开了基于用户指定和图像中的信息(例如颜色和纹理信息)来识别图像中的特定区域的方法和装置。 最初,用户使用单个封闭轮廓指定区域。 用户输入指定图像中感兴趣的区域。 本发明此后识别出(i)接近用户输入的区域; (ii)与初始区域大致相同的大小; (iii)基于接近初始边界的最可能的边界,跨边界的区域不相似性以及沿着边界的区域变化的相似性; 和(iv)包括最初主要包括的均匀子区域的所有点。 本发明识别精确分段并适当测量的区域。 通过使用局部颜色信息,边缘信息和用户输入,本发明能够分割非常复杂的区域,包括具有高度不规则轮廓的区域和由若干视觉上不同的子区域或纹理组成的区域,或两者。