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Focused object extraction with multiple cameras

机译:使用多台摄像机进行聚焦对象提取

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This paper describes a novel framework for object extraction from images utilizing multiple cameras. Focused regions in images and disparities of point correspondences among multiple images are 3-D clues for the extraction. We examine the extraction of focused objects from images by these automatically acquired clues. Edges in images captured by the cameras are detected, and disparities of the edges in focused regions become the clues, called disparity keys. A focused object is extracted from an image as a set of edge intervals with the disparity keys. The falsely extracted parts can be detected by discontinuous contours of the object and recovered by contour morphing. Some experimental results under different conditions demonstrate the effectiveness and robustness of the proposed method. The method can be applied to image synthesis methods, such as synthesisatural hybrid coding (SNHC) and to object-scalable coding in MPEG-4.
机译:本文介绍了一种利用多台摄像机从图像中提取目标的新颖框架。图像中的聚焦区域和多个图像之间的点对应差异是提取的3D线索。我们研究了通过这些自动获取的线索从图像中提取聚焦对象的方法。检测由照相机捕获的图像中的边缘,并且聚焦区域中边缘的差异成为线索,称为差异键。使用视差键从图像中提取聚焦对象作为一组边缘间隔。错误提取的部分可以通过对象的不连续轮廓来检测,并可以通过轮廓变形来恢复。在不同条件下的一些实验结果证明了该方法的有效性和鲁棒性。该方法可以应用于图像合成方法,例如合成/自然混合编码(SNHC),并且可以应用于MPEG-4中的对象可缩放编码。

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