维普中文期刊产品整合服务

Alternative Fuzzy Cluster Segmentation of Remote Sensing Images Based on Adaptive Genetic Algorithm

查看全文 作　　者：WANG [1,2]Jing;TANG [3]Jilong;LIU [1,4]Jibin;REN [5]Chunying;LIU [6]Xiangnan;FENG [1,2]Jiang 高影响力作者 机构地区：[1]Key Laboratory for Wetland Ecology and Vegetation Restoration of National Environmental Protection, Northeast Normal University, Changchun 130024, China;[2]Key Laboratory of Vegetation Ecology of Education Ministry, Institute of Grassland Science, Northeast Normal University, Changehun 130024, China;[3]Changehun University of Seienee and Technology, Changchun 130022, China;[4]Urban and Town Plan and Design Institute of Jilin Province, Changehun 130061, China;[5]Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130012, China;[6]School of Information Engineering, China University of Geosciences, Beijing 100083, China高影响力机构 出　　处：《Chinese Geographical Science》索引2009年第19卷第1期,共6页高影响力期刊 基　　金：Under the auspices of National Natural Science Foundation of China (No. 30370267);Key Project of Jilin Provincial Science & Technology Department (No. 20075014) 摘　　要：Remote sensing image segmentation is the basis of image understanding and analysis. However,the precision and the speed of segmentation can not meet the need of image analysis,due to strong uncertainty and rich texture details of remote sensing images. We proposed a new segmentation method based on Adaptive Genetic Algorithm(AGA) and Alternative Fuzzy C-Means(AFCM) . Segmentation thresholds were identified by AGA. Then the image was segmented by AFCM. The results indicate that the precision and the speed of segmentation have been greatly increased,and the accuracy of threshold selection is much higher compared with traditional Otsu and Fuzzy C-Means(FCM) segmentation methods. The segmentation results also show that multi-thresholds segmentation has been achieved by combining AGA with AFCM. 关 键 词：自适应遗传算法 图像分解运动 AFCM 模糊技术 遥感技术
相关文献

参考文献(11)

引证文献(2)

网站首页 | 关于我们 | 联系我们 | 产品服务 | 客服中心 | 广告服务 | 版权声明 | 网站联盟 | 友情链接 | 售卡网点

版权所有© 渝B2-20050021-1　渝公网安备 50019002500403号　违法和不良信息举报中心

互联网出版许可证 新出网证(渝)字10号 全国400电话 - 免长途话费