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The Method of Infrared Point Target Detection and Tracking Based on DSP+FPGA

机译:基于DSP + FPGA的红外点目标检测和跟踪方法

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Accounting for the problems of dynamic infrared point targets are difficult to detect accurately and to track in complex background, the single-frame image background suppression by the high-pass filtering and binary processing. Then it uses unscented Kalman filter (UKF) method to get the predicted target trajectory and achieves a precise target tracking. According to the proposed detection and tracking algorithm of motion infrared point target, this paper designs and implements a system of high speed real-time image processing platform based on DSP+FPGA structure. Test results show that when the target is in the interference condition, tracking can still be stabilized, its processing time is about 9.2ms per frame to meet real-time requirements.
机译:核对动态红外点目标的问题很难准确地检测,并在复杂的背景中跟踪,通过高通滤波和二进制处理进行单帧图像背景抑制。然后它使用Unscented Kalman滤波器(UKF)方法来获取预测的目标轨迹并实现精确的目标跟踪。根据运动红外点目标的提出检测和跟踪算法,本文基于DSP + FPGA结构设计和实现高速实时图像处理平台系统。测试结果表明,当目标处于干扰条件时,仍然可以稳定跟踪,其处理时间为每帧约9.2ms以满足实时要求。

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