基于记忆模型的相关滤波目标跟踪

Memory Model Based Correlation Filter Object Tracking

针对目标跟踪中存在的跟踪错误恢复问题,参照ASMM记忆模型,提出了基于记忆模型的模板更新策略及相应的核化相关滤波目标跟踪算法。实验结果表明,对于遮挡或其他外观变化引起的跟踪失败,基于记忆模型的核化相关滤波目标跟踪算法有恢复跟踪的作用。

Based on the kernelized correlation filter tracking technology,human visual tracking method and memory mechanism of the human brain,the correlation filtering tracking updating strategy based on the ASMM memory model,has been proposed,coupled with tracking algorithm.The experimental results show that kernelized correlation filter tracking algorithm based on memory model has the ability of recovering from tracking failure caused by occlusion and appearance changes.