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arXiv 1806.00890cs.CV

Soccer on Your Tabletop

University of Washington(华盛顿大学);Facebook(脸书);Google(谷歌)

Konstantinos Rematas, Ira Kemelmacher-Shlizerman, Brian Curless, Steve Seitz

英文摘要:

We present a system that transforms a monocular video of a soccer game into a moving 3D reconstruction, in which the players and field can be rendered interactively with a 3D viewer or through an Augmented Reality device. At the heart of our paper is an approach to estimate the depth map of each player, using a CNN that is trained on 3D player data extracted from soccer video games. We compare with state of the art body pose and depth estimation techniques, and show results on both synthetic ground truth benchmarks, and real YouTube soccer footage.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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