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Target detection for the underwater laser image

机译:水下激光图像的目标检测

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There are two kinds of image in the field of imaging for the underwater target due to using two types of light source, respectively, continue green-blue laser and pulse green-blue laser. When pulse laser is used, the obtained image has the characteristic of low contrast, small dimension of target and complex background. The method of multiple correlation peak-value detection, which is based on the correlativity of pixels in the region of target, can be directly used to implement target detection for the underwater laser image. When continue laser is used in the process of imaging for the underwater target, there is a beam of strong light in the image, which makes it difficult to implement target detection. Therefore, we use the multi-scale and multi-channel Gabor filter group with the character of direction selection to depress the disturbance of the strong beam firstly, and then, use the multiple correlation analysis method to detect the weak target in the image. Experimental results show that these methods are practical and effective.
机译:由于使用两种类型的光源,在水下目标的成像领域中有两种图像,继续形成绿色蓝色激光和脉冲绿色蓝色激光器。当使用脉冲激光时,所获得的图像具有低对比度,目标和复杂背景的小维度的特性。多个相关峰值检测的方法,其基于目标区域中的像素的相关性,可以直接用于实现水下激光图像的目标检测。当继续激光器在用于水下目标的成像过程中时,图像中存在一束强光,这使得难以实现目标检测。因此,我们使用多尺度和多通道Gabor滤波器组与方向选择的特征首先按下强光束的干扰,然后使用多个相关分析方法来检测图像中的弱目标。实验结果表明,这些方法是实用且有效的。

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