| 模糊形态联想记忆网络抗随机噪声研究及应用 |
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| 引用本文： | 吴锡生,王宇辉,王士同.模糊形态联想记忆网络抗随机噪声研究及应用[J].计算机工程与应用,2007,43(12):66-68,201. |
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| 作者姓名： | 吴锡生 王宇辉 王士同 |
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| 作者单位： | 江南大学,信息工程学院,江苏,无锡,214122 |
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| 摘 要： | 利用灰度图像分解的思想,结合模糊形态联想记忆网络的方法,提高了模糊形态联想记忆网络对随机噪声的抗噪能力。成功地解决了灰度图像在含有随机噪声时的模糊联想记忆问题,并把该方法推广到对彩色图像的处理,从而给出了一种较好地恢复含噪灰度图像和彩色图像的途径。通过实验,验证了该方法的良好性能,取得了较理想的结果。
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| 关 键 词： | 动态核 模糊形态联想记忆 灰度图分解 彩色图像 随机噪声 |
| 文章编号： | 1002-8331（2007）12-0068-03 |
| 修稿时间： | 2006-09 |
Research on fuzzy morphological associative memories against random noise |
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| WU Xi-shen,WANG Yu-hui,WANG Shi-tong.Research on fuzzy morphological associative memories against random noise[J].Computer Engineering and Applications,2007,43(12):66-68,201. |
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| Authors: | WU Xi-shen WANG Yu-hui WANG Shi-tong |
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| Affiliation: | School of Information Engineering, Southern Yangtze University,Wuxi, Jiangsu 214122, China |
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| Abstract: | A method to improve the competence of fuzzy morphological associative memories against random noise is presented, through the decomposition of gray-scale images,combining the method of fuzzy morphological associative memories.With the method,the auto-association and recognition of gray-scale images with random noise is settled.Meanwhile,this method has been extended to the settlement of the case of color image.Accordingly,a better way to resume gray-scale images and color images with noise is offered.Our experimental results here demonstrate the effectiveness of this approach. |
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| Keywords: | dynamic kernel fuzzy morphological associative memories decomposition gray-scale images color images random noise |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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