电子学报2017，Vol.45Issue(3)：753-761,9.DOI:10.3969/j.issn.0372-2112.2017.03.036
基于加权重叠率的单目标视觉跟踪评价指标
A Weighted-Overlap Based Metric for Single Visual Object Tracking Evaluation
摘要
Abstract
Aimed at the problems of annotation of ground truth and the application of zooming,a new basic metric for visual tracking evaluation is proposed.Firstly,a weighted-overlap frame is reconstructed based on the traditional overlap.Secondly,we put forward multiple region annotation to decrease the deviation and apply in zooming.Thirdly,a multi-label fusion method is presented to improve the confidence level of the labels.Last but not least,the presented methods are expanded to repeated visual tracking evaluation,where a weighted result chart is utilized to make the evaluation more explanatory.Experimental results show that our annotation rule are more accurate than VOT and OTB,and the proposed metric is more appropriate than other metric.关键词
视觉跟踪/评价指标/重叠率/注释/缩放Key words
visual tracking/evaluation metric/overlap/annotation/zooming分类
信息技术与安全科学引用本文复制引用
孙巧,张胜修,张正新,曹立佳,李小锋..基于加权重叠率的单目标视觉跟踪评价指标[J].电子学报,2017,45(3):753-761,9.基金项目
国家自然科学基金(No.61203189) （No.61203189）
陕西省自然科学基金(No.2015JQ6226) （No.2015JQ6226）
