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    • 6. 发明授权
    • Image segmentation method and image segmentation device
    • 图像分割方法和图像分割装置
    • US09418280B2
    • 2016-08-16
    • US14571918
    • 2014-12-16
    • BAIDU ONLINE NETWORK TECHNOLOGY (BEIJING) CO., LTD.
    • Jiawei GuKai Yu
    • G06K9/00G06T7/20G06T7/00
    • G06K9/00375G06T7/215G06T2207/10016
    • An image segmentation method and an image segmentation device are provided. The method comprises receiving a video image of a dynamic movement of a target object, acquiring a full-image optical flow of the video image to estimate a first displacement of each pixel therein, acquiring a background optical flow of the video image to estimate a second displacement of a background pixel therein; comparing the first displacement with the second displacement to obtain a foreground region of the target object; extracting feature points in the video image in the foreground region, calculating a probability density of the feature points to determine a number of the target objects; performing visual tracking and movement trajectory analysis on the target object to track the same; performing stationary judgment and image segmentation on the target object according to an interframe displacement of the feature points, an interframe cutting window similarity and tracking box scaling.
    • 提供了图像分割方法和图像分割装置。 该方法包括接收目标对象的动态移动的视频图像,获取视频图像的全图像光流以估计其中每个像素的第一位移,获取视频图像的背景光流以估计第二 其中背景像素的位移; 将第一位移与第二位移进行比较以获得目标对象的前景区域; 提取前景区域中的视频图像中的特征点,计算特征点的概率密度以确定目标对象的数量; 对目标物体执行视觉跟踪和运动轨迹分析以跟踪; 根据特征点的帧间位移,帧间切割窗口相似性和跟踪框缩放来对目标对象进行静态判断和图像分割。