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基于自适应迭代阈值的声呐图像增强算法 被引量:6

Compare and Analysis of Enhancement Methods of Sonar Image
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摘要 水下声呐成像探测技术日益成为各国普遍重视的技术。声呐图像具有对比度低、成像质量差的特点,对声呐图像进行增强处理是进行声呐图像判读和提高视觉效果的基础之一。针对声呐图像增强算法研究较少等问题,提出了一种迭代阈值图像增强算法,并采用评价准则算法和频域响应法对常用的几种图像增强算法进行比较分析。结果表明,该方法具有算法简单、易于实现等特点,且增强效果可较好地满足视觉效果的需求。 The underwater detection technology based on sonar image has been attached importance by many countries. Sonar image has some characteristics such as low contrast and bad imaging quality, the image enhancement process is the basement of deep understand- ing to sonar image. Aiming at problems in current study of sonar image enhancement, a new enbancement method based iterafive threshold was presented, the criterion function and frequency response were used to evaluate and compare current image enhancement arithmetic. Resuhs indicate that the method presented in this paper has characteristics of simplness and be prone to realization, its enhanced effect can satistied the visual requirement.
作者 田晓东 刘忠
机构地区 海军工程大学
出处 《舰船电子工程》 2006年第2期154-157,共4页 Ship Electronic Engineering
关键词 迭代阈值 图像增强 效果评价 声纳图像 iterative threshold, image enhancement, effect evaluation, sonar image
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参考文献6

  • 1[1]Jocelyn Chanussot,Frederic Mausssang.Scalar image filters for speckle reduction on synthetic aperture sonar images[J].IEEE,2002 (1):1234~ 1241
  • 2[2]Max Mignotte,Christophe Collet,Patrick Perez.Sonar image segmentation using an unsupervised hierarchical MRF model[J].IEEE Transaction on Image Processing,2000,9(7):1216~1231
  • 3[3]Scott Reed,Yvan Petillot,Judith Bell.An automatic approach to the detection and extraction of mine features in sidescan sonar[J].IEEE Journal of Oceanic Engineering,2003,28(1):90~ 105
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  • 5过润秋,李俊峰,林晓春.基于并行遗传算法的红外图像增强及相关技术[J].西安电子科技大学学报,2004,31(1):6-8. 被引量:7
  • 6[7]Jocelyn Chanussot,Frederic Mausssang.Scalar Image filters for speckle reduction on synthetic aperture sonar images[J].IEEE 2002,(1):1234~ 1241

二级参考文献4

  • 1Saitoh F. Image Contrast Enhancement Using Genetic Algorithm[A]. Proc IEEE International Conference on Systems, Man and Cybernetics[C]. New York: IEEE, 1999. 899-904.
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