退化大气室外场景能见度增强技术研究

Sourav Dey Roy, M. Bhowmik
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引用次数: 3

摘要

通常情况下,室外场景的图像会因大气颗粒而发生剧烈变化,失去对比度和梯度信息。在计算机视觉应用中,从室外场景中准确检测图像特征需要清晰的可视性。目前,图像处理领域越来越重视提高在特定大气条件下(如雾、霾、薄雾等)获取的室外图像的可见度。本文综述了室外环境中不同天气条件下能见度增强技术的研究进展。在本调查中,我们根据用于恢复可见性的方法对增强技术进行了分类,并在每个类别中提供了不同方法的综合描述。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A survey on visibility enhancement techniques in degraded atmospheric outdoor scenes
Often the images of outdoor scenes are drastically altered by the atmospheric particles and loses the contrast and gradient information. Accurate detection of image features from outdoor scenes requires clear visibility in computer vision applications. Currently, there has been an augmented attention in the communities of image processing towards enhancing the visibility of outdoor images acquired in specific atmospheric conditions (i.e. fog, haze, mist, etc.). The paper presents a significant methodological review on visibility enhancement techniques degraded by different weather conditions in outdoor environment. In this survey, we categorized the enhancement techniques on the basis of approaches they used to restore the visibility and provide comprehensive description of different methods in each category.
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