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Face detection method and apparatus using level-set method

机译:使用水平设定方法的面部检测方法和装置

摘要

A face detection method and apparatus using a level-set method. The method includes: laying a first initial shape model over a face image; evolving shape curves of the first initial shape model using the level-set method; detecting first through M-th neighboring boundary points that neighbor first through M-th initial boundary points of the first initial shape model, and that neighbor the evolved shape curves, M being a positive integer larger than 1; laying a modified shape model rendered using the detected first through M-th neighboring boundary points over the face image; detecting a rotation angle of the modified shape model; determining whether the detected rotation angle of the modified shape model is within a predetermined angle range; and selecting one of a second initial shape model, which is rotated to the left, or a third initial shape model, which is rotated to the right, according to the detected rotation angle, and laying the selected initial shape model over the face image, and returning to the detecting of the first through M-th neighboring boundary points, when the detected rotation angle of the modified shape model is outside the predetermined angle range.
机译:使用水平设定方法的面部检测方法和设备。该方法包括:在面部图像上放置第一初始形状模型;使用水平集方法对第一个初始形状模型的形状曲线进行演化;检测与第一初始形状模型的第一至第M初始边界点相邻且与演化的形状曲线相邻的第一至第M个相邻边界点,M为大于1的正整数;在面部图像上放置使用检测到的第一至第M个相邻边界点渲染的修改后的形状模型;检测修改后的形状模型的旋转角度;确定检测到的修改后的形状模型的旋转角度是否在预定角度范围内;根据检测到的旋转角度,选择向左旋转的第二初始形状模型或向右旋转的第三初始形状模型中的一个,并将所选择的初始形状模型放置在人脸图像上,当检测到的变形形状模型的旋转角度在预定角度范围之外时,返回到第一至第M个相邻边界点的检测。

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