一个简单而全面的水下图像恢复模型

Xiaojun Wu, Hongsheng Li
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引用次数: 21

摘要

光在水下传播时被水吸收和散射。水下目标的图像质量受到后向散射和衰减等因素的严重污染和退化。因此,必须对水下图像进行还原,以恢复有用的信息。本文结合Jaffe-McGlamery计算机模型和水下光的传播特性,提出了一个简单全面的模型,与传统方法相比,该模型参数少,不需要经验知识。利用自动过程获取模型参数。利用本文提出的图像恢复模型对大量水下图像进行了恢复,取得了满意的效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A simple and comprehensive model for underwater image restoration
Light is absorbed and scattered by water when propagating underwater. Image quality of underwater objects is extremely contaminated and degenerated by the factors of backscatter and attenuation. So underwater images should be restored to recover the useful information. In this paper, we come up with a simple and comprehensive model by combining with the Jaffe-McGlamery computer model and the spread characteristic of the underwater light, which has fewer parameters and dose not need the experiential knowledge compared with the conventional methods. An automatic process is utilized to obtain the parameters of the model. Lots of images taken underwater are restored by the method of image restoration model proposed in this paper and the results are satisfiable.
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