论文标题

量子运动分割

Quantum Motion Segmentation

论文作者

Arrigoni, Federica, Menapace, Willi, Benkner, Marcel Seelbach, Ricci, Elisa, Golyanik, Vladislav

论文摘要

运动分割是一个具有挑战性的问题,旨在识别两个或几个输入图像中的独立动议。本文介绍了第一种运动分割算法,该算法依赖于目标函数的绝热量子优化。所提出的方法在问题实例上以最先进的状态实现了可以映射到现代量子退火器的问题。

Motion segmentation is a challenging problem that seeks to identify independent motions in two or several input images. This paper introduces the first algorithm for motion segmentation that relies on adiabatic quantum optimization of the objective function. The proposed method achieves on-par performance with the state of the art on problem instances which can be mapped to modern quantum annealers.

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