一种用于水下图像增强的先进可视性方法

S. Nagtode, A. Kadve, D. Bhoyar
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摘要

本文主要研究图像的淹没处理,以提高图像质量。大部分临海建筑、饮用水仓库等的照片都是由潜水员捕捉和实地检查的。在这方面,人工干预是危险的、昂贵的、耗时的,而且通常不能进行全面的评估。因此,采用基于相机的检测来捕获水下图像。在水下使用相机带来了重大的技术挑战。由于这种环境的图像失去了物体的细节,因此淹没图像中的物体是苍白的,难以看到和检查。淹没在水中的照片中的物品是昏昏沉沉的,很难看到和检查,因为这种情况下的照片失去了物品的微妙之处。淹没后的照片通常会出现光线不均匀、差值低、倾斜、模糊和色调变淡等不良影响。因此,在本研究中,提出了一种新的技术来处理水下图像的倾斜和模糊,如果有单向循环波和回旋波的发生,以提高水下图像的可感知性。提出的工作开发了一个几何模型,用于从这些失真中恢复图像,具有良好的精度。
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An Advanced Methodology of Visibility Used for Underwater Image Enhancement
This paper concentrates towards submerged processing of image so as to improve the picture quality. As the greater part of the pictures of seaward establishments, drinking water store and so forth are caught and examined physically by divers. And manual intervention in this regard is dangerous, costly, and time-consuming and yet does not often enable a full assessment. Hence camera based inspection is used to capture the images under water. Using cameras underwater poses major technological challenges. The objects in the submerged images are pale, difficult to sight and examine because the images of such environment loses the details of the object. The articles in the submerged pictures are swoon, hard to see and examine in light of the fact that the pictures of such condition loses the subtleties of the item. The submerged pictures typically experience the ill effects of non-uniform lighting, low difference, slant, obscures and lessened hues. Also, consequently in this examination work, a novel technique has been proposed for dealing with submerged picture slanting and obscuring if there should be an occurrence of unidirectional cyclic waves and roundabout waves to upgrade the perceivability of submerged pictures. The proposed work develops a geometrical model for image restoration from these distortions with good accuracy.
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