论文标题

通过最佳传输的立体视觉框架

A framework for stereo vision via optimal transport

论文作者

Galeotti, Mattia, Sarti, Alessandro, Citti, Giovanna

论文摘要

我们通过最佳传输工具提出了立体声视觉方法的理论框架。我们考虑两个对齐的光学系统,并通过行逐条发展了两个图片之间的匹配。通过考虑最佳传输的正规版本,我们可以加快计算加快计算并获得非常准确的差异函数评估。此外,通过这种相同的方法,我们可以成功处理具有遮挡区域的图像情况。

We present a theoretical framework for a stereo vision method via optimal transport tools. We consider two aligned optical systems and we develop the matching between the two pictures line by line. By considering a regularized version of the optimal transport, we can speed up the computation and obtain a very accurate disparity function evaluation. Moreover, via this same method we can approach successfully the case of images with occluded regions.

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