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An Infrared Image Preprocessing Method Using Improved Adaptive Neighborhoods

机译:一种使用改进的自适应邻域的红外图像预处理方法

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By analyzing features of infrared images, a new image preprocessing method based on adaptive neighborhoods is presented. The improved filter establishes a variable neighborhoods whose size and shape depend on statistical properties around the given pixel. The method appends an inspection to impulsive noise and filters Gaussian noise used median filter. And to accelerate the algorithm, a size limitation is added to the adaptive neighborhoods. At last an antinoise filter based on adaptive neighborhoods and a local contrast enhancement function are presented. Results show that this infrared image preprocessing method enhances contrast and details in the image, suppresses noise rised synchronously and makes the visual effect of infrared image better.
机译:通过分析红外图像的特征,提出了一种基于自适应邻域的新图像预处理方法。改进的滤波器建立了一个可变邻域,其大小和形状取决于给定像素周围的统计属性。该方法附加对脉冲噪声和滤波器高斯噪声使用中值滤波器的检查。为了加速算法,将尺寸限制添加到自适应邻域中。在最后,介绍了基于自适应邻域的Antinoise过滤器和本地对比度增强功能。结果表明,该红外图像预处理方法增强了图像中的对比度和细节,抑制同步噪声,并更好地使红外图像的视觉效果更好。

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