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Development of Visibility Assessment Methods with Digital Images Under Foggy Conditions

机译:有雾条件下数字图像能见度评估方法的发展

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Basic methods are proposed for assessing poor visibility by using digital images from a road monitoring camera. An experiment was performed over 5 days in 2002 under artificial fog at a laboratory of the National Institute for Land and Infrastructure Management in Tsukuba, Japan. Twenty-one Landolt circles were prepared as targets, each with a different variation of Landolt circle (7 circle sizes x 3 circle-contrast levels). Digital image (8 bits, red-green-blue), illuminance, and transmissivity under artificial fog were recorded together while five subjects assessed the visibility of the circle. First, the digital contrast of the Landolt circle was examined in a digital image in terms of its applicability as a visibility assessment value. Second, the average intensity of grayscale (AIG) of the entire cutout image was examined in terms of its applicability as a visibility assessment value. The magnitude of AIG represented the difference in digital intensities within the image. Digital contrast and AIG were compared with the subjective visibility assessment values (SVAV) given by the subjects. During fog, both digital contrast and AIG increased as transmissivity increased. Relationships were found between both these values and SVAV. However, when digital contrast was used, the relationships depended on circle size. When AIG was used, the relationships depended on SVAV and not on circle size or circle-contrast level. These results suggest that AIG might be more appropriate than digital contrast for assessing subjective visibility level during fog.
机译:提出了通过使用来自道路监控摄像机的数字图像来评估可见性差的基本方法。 2002年,在日本筑波的国立土地和基础设施管理研究所的实验室中,在人造雾下进行了为期5天的实验。准备了21个Landolt圆作为目标,每个Landolt圆都有不同的Landolt圆变化(7个圆大小x 3个圆对比度水平)。一起记录了数字图像(8位,红绿蓝),照度和人造雾下的透射率,同时有五名受试者评估了圆的可见性。首先,根据其作为可见度评估值的适用性,在数字图像中检查了Landolt圆的数字对比度。其次,根据其作为可见度评估值的适用性,检查了整个剪切图像的平均灰度(AIG)强度。 AIG的幅度表示图像中数字强度的差异。将数字对比度和AIG与受试者给出的主观能见度评估值(SVAV)进行比较。在雾化期间,数字对比度和AIG都随着透射率的增加而增加。在这些值和SVAV之间发现了关系。但是,使用数字对比度时,关系取决于圆的大小。使用AIG时,关系取决于SVAV,而不取决于圆的大小或圆的对比度级别。这些结果表明,AIG可能比数字对比度更适合评估雾天的主观能见度。

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