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Stereo Correspondence Evaluation Methods: A Systematic Review

机译:立体对应评价方法:系统评价

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The stereo correspondence problem has received significant attention in literature during approximately three decades. During that period of time, the development on stereo matching algorithms has been quite considerable. In contrast, the proposals on evaluation methods for stereo matching algorithms are not so many. This is not trivial issue, since an objective assessment of algorithms is required not only to measure improvements on the area, but also to properly identify where the gaps really are, and consequently, guiding the research. In this paper, a systematic review on evaluation methods for stereo matching algorithms is presented. The contributions are not only on the found results, but also on how it is explained and presented: aiming to be useful for the researching community on visual computing, in which such systematic review process is not yet broadly adopted.
机译:在大约三十年的时间里,立体声对应问题在文学中受到了极大的关注。在那段时间里,立体声匹配算法的发展是相当可观的。相反,关于立体声匹配算法的评估方法的建议并不多。这不是一个微不足道的问题,因为不仅需要对算法进行客观评估,不仅要衡量该领域的进步,还需要正确确定差距的真正位置,从而指导研究。本文对立体匹配算法的评估方法进行了系统的综述。贡献不仅在于发现的结果,还在于其解释和呈现方式:旨在对视觉计算的研究团体有用,因为在视觉计算领域,这种系统的审查过程尚未得到广泛采用。

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