提高铁路运输图像局部对比度的计算机系统

S. Balovsyak, O. Derevyanchuk, H. Kravchenko, O. Kroitor, V. Tomash
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摘要

本文介绍了一种提高数字摄像机拍摄的铁路图像局部对比度的计算机系统。在矩形窗口内,图像的局部对比度增加,并为每个窗口确定最小和最大亮度值。基于这些极端亮度值,计算图像的下、上包络亮度。通过对包络进行平滑处理,可以显著降低基于包络增加局部对比度后图像中出现的伪影。图像从USB摄像机读取到控制计算机。图像处理的软件实现是用Python创建的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Computer system for increasing the local contrast of railway transport images
This article describes a computer system for increasing the local contrast of railway images obtained with digital video cameras. The local contrast of the images increases within the rectangular windows, for each of which the minimum and maximum brightness values are determined. Based on such extreme brightness values, the lower and upper envelope brightness of the image are calculated. By smoothing of the envelopes the artefacts that appear in the image after increasing the local contrast based on its envelopes are significantly reduced. The images are read to the control computer from USB video cameras. The software implementation of image processing is created in Python.
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