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Target detection performance using 3-D laser radar images

机译:使用3-D激光雷达图像的目标检测性能

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Abstract: Target detection theory is developed for 3-D pulsed imager operation of a coherent laser radar in a downlooking scenario. Generalized likelihood-ratio tests (GLRTs) and receiver operating characteristics (ROCs) are presented for range-only and joint-range-intensity processors. This work extends previous studies in three ways: (1) fine-range information is included; (2) maximum-likelihood estimation of an unknown range plane is performed; and (3) connections to Markov random field preprocessing are established.!
机译:摘要:目标探测理论是针对在俯视环境下相干激光雷达的3D脉冲成像仪操作而开发的。针对仅测距和联合测距强度的处理器,提出了广义似然比测试(GLRT)和接收器工作特性(ROC)。这项工作以三种方式扩展了以前的研究:(1)包含了精细范围的信息; (2)执行未知范围平面的最大似然估计; (3)建立与马尔可夫随机场预处理的连接。

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