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An Algorithm of Dim Target Detection Based on Strap-down Decoupling Extended Kalman Filter

机译:基于捷联解耦扩展卡尔曼滤波的弱小目标检测算法

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The detection of dim targets in imagery which captured by moving camera is one of the key techniques in imaging detection and guiding system. With the strap-down inertia information we can reduce the influence of camera move. Analyzed the mechanism of image generation and the moving formulations of space-platform and targets, proposed a detecting system including two dimensions least mean square filter, strap-down decoupling and extended Kalman filter. Simulations show that this system can detect the dim targets captured by moving camera effectively.
机译:移动相机捕获的图像中暗淡目标的检测是图像检测与引导系统中的关键技术之一。利用捷联惯性信息,我们可以减少摄像机移动的影响。分析了图像生成的机理以及空间平台和目标的运动公式,提出了一种包含二维最小均方滤波器,捷联式去耦和扩展卡尔曼滤波器的检测系统。仿真表明,该系统可以有效地检测出移动摄像机捕获的暗淡目标。

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