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Weak Underwater Laser Image Target Detection Based on K-L Transform

机译:基于K-L变换的水下弱激光图像目标检测

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摘要

In allusion to characteristics of low contrast, small dimension of target and complexity of background in underwater laser image, a method of detecting and describing underwater laser weak target using decorrelation trait of orthogonal transform is presented. K-L transform trace matrix that describes most image energy, shape distributing and also extrudes difference between target and background is used to detect the weak target. The results of computer simulation demonstrate that the proposed method can efficiently detect weak target in low signal-to-noise ratio underwater laser image.
机译:针对水下激光图像对比度低,目标尺寸小,背景复杂等特点,提出了一种利用正交变换的去相关特性检测和描述水下激光弱目标的方法。描述大多数图像能量,形状分布以及突出目标和背景之间差异的K-L变换跟踪矩阵用于检测弱目标。计算机仿真结果表明,该方法可以有效地检测出低信噪比的水下激光图像中的弱目标。

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