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Multi-Focus Image Fusion Based on Wavelet Transformation
  • ISSN号:1006-4125
  • 期刊名称:《激光与光电子学进展》
  • 时间:0
  • 分类:TP751[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置]
  • 作者机构:[1](Unit 91635 of People's Liberation Army, Beijing 102249, China)
  • 相关基金:Sponsored by the Nation Nature Science Foundation of China( Grant No. 61275010, 61201237 ); the Fundamental Research Funds for the Central Universities( Grant No. HEUCFZ1129, No. HEUCF120805).
中文摘要:

In the fusion of image,how to measure the local character and clarity is called activity measurement. According to the problem,the traditional measurement is decided only by the high-frequency detail coefficients, which will make the energy expression insufficient to reflect the local clarity. Therefore,in this paper,a novel construction method for activity measurement is proposed. Firstly,it uses the wavelet decomposition for the fusion resource image, and then utilizes the high and low frequency wavelet coefficients synthetically. Meantime,it takes the normalized variance as the weight of high-frequency energy. Secondly,it calculates the measurement by the weighted energy,which can be used to measure the local character. Finally,the fusion coefficients can be got. In order to illustrate the superiority of this new method,three kinds of assessing indicators are provided. The experiment results show that,comparing with the traditional methods,this new method weakens the fuzzy and promotes the indicator value. Therefore,it has much more advantages for practical application.

英文摘要:

In the fusion of image, how to measure the local character and clarity is called activity measurement. According to the problem, the traditional measurement is decided only by the high-frequency detail coefficients, which will make the energy expression insufficient to reflect the local clarity. Therefore, in this paper, a novel construction method for activity measurement is proposed. Firstly, it uses the wavelet decomposition for the fusion resource image, and then utilizes the high and low frequency wavelet coefficients synthetically. Meantime, it takes the normalized variance as the weight of high-frequency energy. Secondly, it calculates the measurement by the weighted energy, which can be used to measure the local character. Finally, the fusion coefficients can be got. In order to illustrate the superiority of this new method, three kinds of assessing indicators are provided. The experiment results show that, comparing with the traditional methods, this new method weakens the fuzzy and promotes the indicator value. Therefore, it has much more advantages for practical application.

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期刊信息
  • 《激光与光电子学进展》
  • 中国科技核心期刊
  • 主管单位:中国科学院
  • 主办单位:中国科学院上海光精密机械研究所
  • 主编:范滇元
  • 地址:上海市嘉定区清河路390号
  • 邮编:201800
  • 邮箱:gwjg@mail.shcnc.ac.cn
  • 电话:021-69918427 69918166
  • 国际标准刊号:ISSN:1006-4125
  • 国内统一刊号:ISSN:31-1690/TN
  • 邮发代号:4-179
  • 获奖情况:
  • 1995年获全国光学期刊一等奖,1996年获上海市优秀期刊表扬奖,1997年获中科院情报工作优质服务奖
  • 国内外数据库收录:
  • 中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版)
  • 被引量:8313