SiamSE:“比例等方差可改善连体跟踪”的代码

上传者: 42098759 | 上传时间: 2023-02-27 10:27:44 | 文件大小: 25.77MB | 文件类型: ZIP
规模等方差可改善连体跟踪 Ivan Sosnovik *,Artem Moskalev *和Arnold Smeulders方差,WACV 2021。 介绍 连体跟踪器将跟踪转化为模板与框架中候选区域之间的相似度估计。 在数学上,相似性函数成功的关键因素之一是翻译等方差。 非平移等价架构会在训练过程中引起位置偏差,这会妨碍精确定位。 但是,在现实生活中,目标不仅要进行平移,还需要进行更多的转换,例如旋转和缩放。 在这项工作中,我们将重点放在后面,并证明使用内置比例等方差扩展暹罗跟踪可以提高跟踪质量。 结果 楷模 OTB-2013 2015年OTB VOT2016 VOT2017 暹罗FC + 0.67 0.64 0.30 0.23 SE-SiamFC 0.68 0.66 0.36 0.27 原始结果和模型可 环境:该代码是使用2.40GHz GPU的Intel

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