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Fuzzy triangle contour characterization by subspace based methods of array processing

机译:基于子空间的阵列处理方法对模糊三角形轮廓进行刻画

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摘要

Fuzzy paradigm was considered from several aspects in image segmentation. For the first time, we derive a signal processing model out of an image which contains a fuzzy contour. We propose to adapt subspace-based methods of array processing which are originally dedicated to multiple incoherently distributed sources, to retrieve the orientation and spread parameters of fuzzy contours. A set of experiments performed on hand-made and real-world images shows that the proposed methods estimate accurately the expected orientation and spread parameters of fuzzy contours, and exhibit a small computational load.
机译:从图像分割的几个方面考虑了模糊范式。第一次,我们从包含模糊轮廓的图像中得出信号处理模型。我们建议采用基于子空间的数组处理方法,这些方法最初专用于多个非相干分布的源,以检索模糊轮廓的方向和散布参数。在手工和真实世界的图像上进行的一组实验表明,所提出的方法可以准确地估计模糊轮廓的预期方向和扩展参数,并且显示出较小的计算量。

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