Research on Target Loss Warning Method of KCF Algorithm Based on Outlier Detection

摘要：

　　Aiming at the problem that the KCF algorithm cannot detect the loss of targets,this paper proposes a target loss warning mechanism based on the outlier detection method.This method detects the peak value of the response of each frame.If the abnormal peak value is found,it can make a judgement that the target is lost or is about to be lost,and the problem that target loss cannot be detected is solved.Experimental results show that the method proposed in this paper can correctly warn when the target in the KCF algorithm tracking process is lost,the success rate reached 100%,It has high reliability and provide a reliable basis for loading target re detection and location mechanism after the target is lost.

作者: Yan-fei LIU Yan-hui HE Peng-tao ZHAO Zhong WANG

作者单位: Research Institute of High Technology,Xian,China

会议类型: 国际会议

会议名称: The 2017 2nd International Seminar on Applied Physics, Optoelectronics and Photonics (APOP 2017) (2017年第二届应用物理、光电子学和光子学国际研讨会)

会议地点: 上海

会议语种:英文

页码: 134-139

在线出版日期: 2017-12-30（万方平台首次上网日期，不代表论文的发表时间）