| 医学肝脏图像Gabor小波纹理特征研究 |
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| 引用本文： | 郭依正,陈健美,宋余庆,朱玉全,陆虎.医学肝脏图像Gabor小波纹理特征研究[J].计算机应用与软件,2008,25(11). |
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| 作者姓名： | 郭依正 陈健美 宋余庆 朱玉全 陆虎 |
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| 作者单位： | 1. 江苏大学计算机科学与通信工程学院,江苏,镇江,212013
2. 江苏科技大学电子信息学院,江苏,镇江,212003 |
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| 摘 要： | 针对肝脏图像自身特点,研究了Gabor小波纹理特征在医学肝脏图像识别中的意义,提出一种基于Gabor小波纹理特征的医学肝脏图像识别方法.实验表明:引进Gabor小波纹理特征能较好地实现医学肝脏图像识别问题;与其它典型图像识别方法对比结果验证,新方法可以取得更高的识别率.
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| 关 键 词： | Gabor小波 纹理特征 肝脏图像 模式识别 |
ON GABOR WAVELET TEXTURE FEATURE OF LIVER IMAGE |
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| Guo Yizheng,Chen Jianmei,Song Yuqing,Zhu Yuquan,Lu Hu.ON GABOR WAVELET TEXTURE FEATURE OF LIVER IMAGE[J].Computer Applications and Software,2008,25(11). |
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| Authors: | Guo Yizheng Chen Jianmei Song Yuqing Zhu Yuquan Lu Hu |
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| Affiliation: | Guo Yizheng~1 Chen Jianmei~1 Song Yuqing~1 Zhu Yuquan~1 Lu Hu~2 ~1(Department of Computer Science , Telecommunications Engineering,Jiangsu University,Zhenjiang 212013,Jiangsu,China) ~2(School of Electronics , Information,Jiangsu University of Science , Technology,Zhenjiang 212003,China) |
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| Abstract: | For the characteristics of the liver image,the significance of the Gabor wavelet texture feature on the medical liver image recog- nition is discussed,and then a medical liver image recognition algorithm based on Gabor wavelet texture feature is proposed.The experimental results show that better effect is achieved with the Gabor wavelet texture feature introduced into the medical image recognition.The experimen- tal comparison of this method with other typical ones shows that a higher recognition rate can b... |
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| Keywords: | Gabor wavelet Texture feature Liver image Pattern recognition |
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