一种用于彩色森林检测图像去噪的色彩空间选择方法

Jianwei Wang, Wei Zhao
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引用次数: 4

摘要

被噪声破坏的彩色森林动态检测图像是在森林病虫害防治过程中获取的大量原始信息。在分析分辨率、像素深度、真彩色和伪彩色三种彩色图像属性的基础上,分别提出了在RGB、HSI和YCbCr色彩空间中对森林病虫害彩色图像进行实时去噪处理的手段和效果的外部评价准则。实验结果表明,彩色图像去噪过程中必须合理选择色彩空间。应用HSI或YCbCr色彩空间的优点是,与应用RGB色彩空间相比,去噪算法执行速度更快,更适合噪声较小的情况。应用RGB颜色空间的优点是去噪算法执行速度较慢,并且比应用HSI或YCbCr颜色更适合噪声较多的情况。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A method of color space selection for color forest inspection image denoising applications
The color forest dynamic inspection images corrupted by some noise are a large amount of original information obtained in the processing of defending the forest diseases and insect pests. Based on analyzing three color image attributes such as resolution, pixel depth and true color or pseudocolor, it is separately presented what are the external evaluation rules about the means and effect of the forest plant diseases and insect pests color image denoising processing in real time in RGB, HSI and YCbCr color space. The experiment results show that color space must be reasonly selected during the course of color image denoising. The advantage of applying HSI or YCbCr color space is that the denoising arithmetic executes faster and it fits the circumstance of less noise than applying RGB color space. The advantage of applying RGB color space is that the denoising arithmetic executes slower space and it fits the circumstance of more noise than applying HSI or YCbCr color.
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