A new template tracking algorithms based on active drift correction

摘要：

　　For the traditional problems of template drift and the low efficiency of algorithms in video image target tracking applications. A new template tracking algorithms based on active drift correction is proposed. The algorithm incorporates a drift correction term and a target tracking term. By adding a drift correction term into the traditional affine image alignment algorithms and update the template while tracking, it has solved the template drift problem and reduced the cumulative error in tracking. The results show that the new algorithm has higher operation efficiency and better robustness.

关键词： Target tracking active drift correction affine image alignment algorithm robustness

作者: HAN Xiaowei LU Zheng DU Yingkui GAO Yuan

作者单位: The College of Information Engineering,Shenyang University,Liaoning Shenyang P.R. China

会议类型: 国际会议

会议名称: 2015 Fifth International Conference on Instrumentation and Measurement,Computer,Communication and Control (IMCCC2015)(第五届仪器测量、计算机通信与控制国际会议)

会议地点: 秦皇岛

会议语种:英文

页码: 1579-1584

在线出版日期: 2015-09-18（万方平台首次上网日期，不代表论文的发表时间）