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The Sixth Visual Object Tracking VOT2018 Challenge Results

机译:第六届VOT2018视觉对象跟踪挑战赛结果

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The Visual Object Tracking challenge VOT2018 is the sixth annual tracker benchmarking activity organized by the VOT initiative. Results of over eighty trackers are presented; many are state-of-the-art trackers published at major computer vision conferences or in journals in the recent years. The evaluation included the standard VOT and other popular methodologies for short-term tracking analysis and a "real-time" experiment simulating a situation where a tracker processes images as if provided by a continuously running sensor. A long-term tracking sub-challenge has been introduced to the set of standard VOT sub-challenges. The new subchallenge focuses on long-term tracking properties, namely coping with target disappearance and reappearance. A new dataset has been compiled and a performance evaluation methodology that focuses on long-term tracking capabilities has been adopted. The VOT toolkit has been updated to support both standard short-term and the new long-term tracking subchallenges. Performance of the tested trackers typically by far exceeds standard baselines. The source code for most of the trackers is publicly available from the VOT page.
机译:视觉对象跟踪挑战赛VOT2018是VOT倡议组织的第六次年度跟踪器基准测试活动。展示了80多个跟踪器的结果;许多是最近几年在大型计算机视觉会议或期刊上发布的最新跟踪器。该评估包括用于短期跟踪分析的标准VOT和其他流行的方法,以及一种“实时”实验,用于模拟跟踪器像连续运行的传感器一样处理图像的情况。长期跟踪子挑战已引入标准VOT子挑战集中。新的子挑战着眼于长期跟踪特性,即应对目标的消失和再现。已编译了一个新的数据集,并采用了专注于长期跟踪功能的性能评估方法。 VOT工具包已更新,以支持标准短期和新的长期跟踪子挑战。经过测试的跟踪器的性能通常远远超过标准基准。大多数跟踪器的源代码可从VOT页面上公开获得。

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