基于频域的图像增强技术的改进算法
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中国矿业大学南湖校区

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TP391.41

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科技部科技支撑项目


An improved image enhancement algorithm based on frequency domain
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Nanhu Campus of China University of Mining and Technology

Fund Project:

Science and Technology Support Project of Ministry of Science and Technology

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    摘要:

    在传输有限的情况下完成图像压缩传输,针对处理后的图像的主观视觉质量较差和低对比度下处理效果不佳的问题,本文提出了一种改进的基于DCT域块分类的CES图像增强算法。改进后的CES算法基于对图像块分类,对每个图像块判定类别,针对平滑块、纹理块、边沿块,分析图像块交界处块效应产生的原因并根据图像块背景特点,结合原CES算法并改进,对不同类型图像块采取合适的改进的图像增强算法,达到图像增强的目的,提高图像的主观视觉质量。仿真结果表明,改进的算法,以牺牲一些算法计算复杂度,针对纹理块和边沿块获得很好的图像增强效果同时,能够最大限度的抑制块效应,大大的提高了图片的视觉效果。

    Abstract:

    In the case of limited transmission, the image compression transmission is completed, and the transmission efficiency of the image is maximized and the storage of the image is reduced. In this paper, CES image enhancement algorithms in DCT domain are studied in detail. The advantages and disadvantages of other enhancement algorithms in DCT domain are briefly analyzed. The problems and reasons of block effect at the junction of image blocks are emphatically analyzed. In order to ensure the visual quality of image transmission is greatly improved and block effect is effectively suppressed, an improved algorithm based on CES algorithm is proposed in this paper. The simulation results show that the improved algorithm can restrain the block effect to the greatest extent, greatly improve the visual effect of the picture, and reduce the computational complexity significantly.

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引用本文

袁小平,张侠,张毅,等. 基于频域的图像增强技术的改进算法[J]. 科学技术与工程, 2019, 19(31): 246-250.
YUAN Xiao-ping, ZHANG Xia, ZHANG Yi, et al. An improved image enhancement algorithm based on frequency domain[J]. Science Technology and Engineering,2019,19(31):246-250.

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历史
  • 收稿日期:2019-03-15
  • 最后修改日期:2019-07-13
  • 录用日期:2019-06-04
  • 在线发布日期: 2019-11-20
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