摘要
基于相关滤波的视频目标跟踪算法近年来在不同的标准数据集和目标跟踪竞赛上均取得显著成果。较全面总结了相关滤波视频目标跟踪算法的发展过程和改进算法,分别从样本构建、优化设计和更新方法等方面整理分析了上述算法。同时,梳理和分析了上述算法存在的难点问题,并展望了其进一步的发展。
Target tracking algorithms in video based on correlation filter have achieved evident re-sults in different standard benchmarks and competitions of target tracking recently. The compre-hensive development process and the improvement of the target tracking algorithms based on cor-relation filter are summarized. Above algorithms are analyzed respectively from the aspects of sample construction, optimization design and updating method. Meanwhile, the problems of a-bove algorithms are analyzed and the development trend is prospected.
出处
《指挥信息系统与技术》
2017年第3期1-5,共5页
Command Information System and Technology
基金
国家自然科学基金(61373055
61672265)资助项目
关键词
计算机视觉
目标跟踪
相关滤波
表观建模
computer vision
target tracking
correlation filter
appearance modeling
