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A new spatial-temporal video object segmentation algorithm based on region compensation in fixed time interval

机译:一种新的基于固定时间间隔中的区域补偿的新空间视频对象分割算法

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摘要

A post-processing algorithm of video object segmentation that is based on region compensation in fixed time interval is proposed on the base of the traditional spatial-temporal video object segmentation algorithm. Firstly, an image variation detection template is calculated by noise suppression and dilatation linking of frame difference images; Secondly, the morphological gradient is calculated by the simplification of morphological opening and closing reconstruction of the original image. The accurate boundary of the object can be obtained by watershed algorithm through the nonlinear transformation and gradient grade classification of the morphological gradient image. The initial binary template of the video object can be extracted through proportion calculation; Thirdly, the final complete video object template can be obtained through region compensation in fixed time interval. Experimental results indicate the correctness and validity of the proposed video object segmentation algorithm.
机译:在传统空间视频对象分割算法的基础上提出了基于固定时间间隔的区域补偿的视频对象分段的后处理算法。首先,通过噪声抑制和帧差图像的扩张连接来计算图像变形检测模板;其次,通过简化原始图像的形态开度和关闭重建来计算形态梯度。通过流域算法通过形态梯度图像的非线性变换和梯度等级分类,可以通过流域算法获得对象的精确边界。可以通过比例计算提取视频对象的初始二进制模板;第三,可以通过固定时间间隔中的区域补偿获得最终完整的视频对象模板。实验结果表明所提出的视频对象分割算法的正确性和有效性。

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