On the Partition of Classes for Specific Class Extraction from Remote Sensing Imagery

摘要：

Specific class extraction from remote sensing image is an essential task. The accuracy of specific class extraction is relative to the class partition in an image. This paper studies the effect of class partition on specific class extraction firstly. Based on Bayesian decision rule, specific class extraction with different partitions of classes was theoretically analyzed and an experiment was performed to verify the theory. Then, a scheme of class partition for specific class extraction from remote sensing image was proposed. The scheme of partition is based on clustering technique and an experiment verified its validity in a specific class extraction from a high resolution remote sensing image.

关键词： partition remote sensing specific class

作者: Shukui Bo Yongju Jing

作者单位: Department of Computer Science and Application Zhengzhou Institute of Aeronautical Industry Manageme Library of Zhengzhou Institute of Aeronautical Industry Management Zhengzhou, China

会议类型: 国际会议

会议名称: 2011 2nd International Conference on Data Storage and Data Engineering(DSDE 2011)(2011年第二届数据存储与数据工程国际会议)

会议地点: 西安

会议语种:英文

页码: 167-170

在线出版日期: 2011-05-13（万方平台首次上网日期，不代表论文的发表时间）