基于鲸鱼优化算法的图像增强

2020 IEEE 15th International Conference on Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET) Pub Date : 2020-02-01 DOI:10.1109/TCSET49122.2020.235554

Z. Ye, Fengwen Wang, R. Kochan

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引用次数: 5

摘要

数字图像技术在各个领域的应用最为广泛，尤其是在医学成像领域。数字图像技术可以有效地提高医学图像处理的效率，保证临床诊断的准确性。为了优化图像增强中伽马校正的最优值，本文研究了鲸鱼优化算法(Whale Optimization Algorithm, WOA)。在寻找最优解的过程中，WOA算法是一种高效的算法，具有快速收敛和高精度的特点。为了呈现医学图像的详细信息，应用WOA算法搜索伽玛校正的最优值。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Image Enhancement based on Whale Optimization Algorithm

The digital image technology is the most widely used in various fields, especially in medical imaging. Digital image technology can effectively improve the efficiency of medical image processing and ensure the accuracy of clinical diagnosis. This paper studies Whale Optimization Algorithm (WOA) to optimize the optimal value of Gamma correction in image enhancement. In the process of searching for the optimal solution, the WOA is an efficient algorithm, which has the characteristics of fast convergence and high precision. In order to present the detailed information of medical image, WOA is applied to search the optimal value of Gamma correction.

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来源期刊

2020 IEEE 15th International Conference on Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET)

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