首页> 外文会议>Proceedings of 2011 International Conference on Machine Learning and Cybernetics >Display region segmentation from a computer screen image using closed-contour tracking
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Display region segmentation from a computer screen image using closed-contour tracking

机译:使用封闭轮廓跟踪从计算机屏幕图像显示区域分割

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Based on closed-contour tracking, a real-time approach for the display region segmentation from a computer screen image is presented in this paper. This approach provides a significant preprocessing step while computer vision is perceiving digital-world information through a computer screen. To segment the display region, a closed contour between the screen frame and display region should be found first in our approach, in which a grayscale image containing the whole screen area is required. Because of some inherent characteristics embedded in a computer screen image, a mean-C adaptive thresholding algorithm is used to obtain a binarized image that contains the wanted closed-contour boundary. Then a parallel thinning algorithm is applied to reduce the thickness of the closed contour to be 1-pixel wide. Finally, our closed-contour tracking algorithm is used to perform the display region segmentation. Experiments confirm the feasibility of the proposed approach.
机译:基于闭合轮廓跟踪,本文提出了一种从计算机屏幕图像中进行显示区域分割的实时方法。当计算机视觉通过计算机屏幕感知数字世界信息时,此方法提供了重要的预处理步骤。为了分割显示区域,在我们的方法中,首先应该在屏幕框和显示区域之间找到一个封闭的轮廓,其中需要包含整个屏幕区域的灰度图像。由于嵌入在计算机屏幕图像中的某些固有特性,因此采用均值C自适应阈值算法来获取包含所需封闭轮廓边界的二值化图像。然后,应用并行细化算法将闭合轮廓的厚度减小到1像素宽。最后,我们的封闭轮廓跟踪算法用于执行显示区域分割。实验证实了该方法的可行性。

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