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Automatic Target Tracking Using Global Motion Compensation and Fringe-Adjusted Joint Transform Correlator

机译:使用全局运动补偿和经过边缘调整的联合变换相关器进行自动目标跟踪

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摘要

The performance of a target tracking algorithm is directly related to global motion compensation performance, if the imaging sensor systems are not stable. Especially, forward looking infra-red (FLIR) video sequences are detrimentally affected by camera motion since the infrared camera mounted on an airborne platform suffer from abrupt discontinuities in motion. Since this global motion could cause the movement of the target outside the operational limits of the tracking algorithm, each frame in FLIR sequences has to be recovered by motion estimation technique. In this paper, a normalized cross correlation based template matching algorithm has been developed to accurately estimate and compensate the global motion before the application of the tracking algorithm. Then, the automatic target tracking algorithm has been applied using fringe-adjusted joint transform correlator (FJTC) based target detection and tracking technique.
机译:如果成像传感器系统不稳定,则目标跟踪算法的性能与整体运动补偿性能直接相关。尤其是,前视红外(FLIR)视频序列受摄像机运动的不利影响,因为安装在机载平台上的红外摄像机会遭受突然的运动中断。由于这种全局运动可能导致目标运动超出跟踪算法的操作范围,因此必须通过运动估计技术来恢复FLIR序列中的每个帧。本文提出了一种基于归一化互相关的模板匹配算法,以在跟踪算法应用之前准确地估计和补偿全局运动。然后,已使用基于条纹调整联合变换相关器(FJTC)的目标检测和跟踪技术应用了自动目标跟踪算法。

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