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基于模糊对比度的雾天图像清晰化算法
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科技导报 | 研究论文 2011,29(11-01): 52-54
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基于模糊对比度的雾天图像清晰化算法
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何文章,刘惠燕,赵瑞敏
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    天津职业技术师范大学理学院,天津 300222

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何文章
Fog Image Clearness Algorithm Based on the Fuzzy Contrast
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出版时间: 2011-01-08 doi: 10.3981/j.issn.1000-7857.2011.01.006
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针对雾天模糊图像对比度低的特点和数学形态学增强后的远景效果不佳的缺点,提出了基于模糊对比度和数学形态学相结合的雾天图像清晰化算法。该算法采用数学形态学中的高低帽变换对模糊图像进行预增强处理,将处理后的图像从空域映射到模糊特征平面,然后利用新定义的模糊域隶属度函数进行模糊对比度增强变换。实验结果表明,采用本算法处理后远近景对比度明显提高,视觉效果也明显改善,图像变得更加清晰。
模糊对比度  /  数学形态学  /  图像清晰化  /  雾天图像
There are some shortcomings for the fog fuzzy image, such as the low contrast, blurred, and poor effects after the mathematical morphological enhancement. A new image clearness algorithm based on the fuzzy contrast and mathematical morphology is described. Using the previous fuzzy contrast enhancement algorithm, a new fuzzy membership function is defined, the image is changed from spatial domain into fuzzy field directly through it; therefore a fuzzy feature plane is obtained. In the fuzzy feature plane, the image could be enhanced. Lately, the image is taken back to its spatial domain. Then it is combined with the top-hat transform and bottom-hat transform of mathematical morphology pre-treatment. Finally, the enhanced image is obtained. An experiment for the fog image is presented. The results show that the algorithm has higher contrast and better visual effects. It is quite obvious that the algorithm is able to raise the contrast at the border and background and improve visual effects. In the other hand, this algorithm is good at making fuzzy image details become clearer, the noise is also suppressed, and there is no over enhancement, particularly in the sky area. Therefore, the proposed algorithm is an effective algorithm to clear fog image.
fuzzy contrast  /  mathematical morphology  /  image clearness  /  fog image
何文章;刘惠燕;赵瑞敏. 基于模糊对比度的雾天图像清晰化算法. 科技导报, 2011 , 29 (11-01) : 52 -54 . DOI: 10.3981/j.issn.1000-7857.2011.01.006
;;. Fog Image Clearness Algorithm Based on the Fuzzy Contrast[J]. Science & Technology Review, 2011 , 29 (11-01) : 52 -54 . DOI: 10.3981/j.issn.1000-7857.2011.01.006
2011年第29卷第11-01期
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doi: 10.3981/j.issn.1000-7857.2011.01.006
  • 接收时间:2010-06-17
  • 首发时间:2011-01-08
  • 出版时间:2011-01-08
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  • 收稿日期:2010-06-17
  • 修回日期:2010-12-13
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Percentage of
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Genus
种数
Number of
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Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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