文章基本信息

标题：OBIA on Coastal Landform Based on Structure Tensor
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作者：Sun Shuting ; Liu Jianqiang ; Zou Bin 等
期刊名称：Computer Science & Information Technology
电子版ISSN：2231-5403
出版年度：2016
卷号：6
期号：9
页码：69-80
DOI：10.5121/csit.2016.60907
出版社：Academy & Industry Research Collaboration Center (AIRCC)
摘要：This paper presents the OBIA method based on structure tensor to identify complex coastallandforms. That is, develop Hessian matrix by Gabor filtering and calculate multiscale structuretensor. Extract edge information of image from the trace of structure tensor and conductwatershed segment of the image. Then, develop texons and create texton histogram. Finally,obtain the final results by means of maximum likelihood classification with KL divergence asthe similarity measurement. The study findings show that structure tensor could obtainmultiscale and all-direction information with small data redundancy. Moreover, the methoddescribed in the current paper has high classification accuracy.
关键词：OBIA; Structure Tensor; Texton & Coastal Zone