Remote sensing image segmentation based on Dynamic Statistical Region Merging
文献类型：期刊论文
| 作者 | Huang, Zhijian (1) ; Zhang, Jinfang (2) ; Li, Xiang (1) ; Zhang, Hui (2) |
| 刊名 | Optik
 |
| 出版日期 | 2014 |
| 卷号 | 125期号:2页码:870-875 |
| 关键词 | Statistical Region Merging Multi-scale segmentation Remote sensing image Region growing |
| ISSN号 | 304026 |
| 通讯作者 | Huang, Z.(zhijian07@iscas.ac.cn) |
| 中文摘要 | Using the Statistical Region Merging (SRM) for remote sensing image segmentation, we found the result is unsatisfactory. To improve segmentation accuracy and the correctness, this paper proposed a Dynamic Statistical Region Merging (DSRM). It tries to let the most similar regions to be tested first. At first, it redefines the dissimilarity based-on regions. Then, it dynamically updates the dissimilarity and adjusts the test order during the procedure of merging. Experiments demonstrate the accuracy of the DSRM is higher than the SRM and its computational complexity is approximately linear. In addition, we extend the DSRM to multi-band remote sensing image and use it for multi-scale segmentation. © 2013 Elsevier GmbH. |
| 英文摘要 | Using the Statistical Region Merging (SRM) for remote sensing image segmentation, we found the result is unsatisfactory. To improve segmentation accuracy and the correctness, this paper proposed a Dynamic Statistical Region Merging (DSRM). It tries to let the most similar regions to be tested first. At first, it redefines the dissimilarity based-on regions. Then, it dynamically updates the dissimilarity and adjusts the test order during the procedure of merging. Experiments demonstrate the accuracy of the DSRM is higher than the SRM and its computational complexity is approximately linear. In addition, we extend the DSRM to multi-band remote sensing image and use it for multi-scale segmentation. © 2013 Elsevier GmbH. |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000329256800056 |
| 公开日期 | 2014-12-16 |
| 源URL | [http://ir.iscas.ac.cn/handle/311060/16888]  |
| 专题 | 软件研究所_软件所图书馆_期刊论文 |
| 推荐引用方式 GB/T 7714 | Huang, Zhijian ,Zhang, Jinfang ,Li, Xiang ,et al. Remote sensing image segmentation based on Dynamic Statistical Region Merging[J]. Optik,2014,125(2):870-875. |
| APA | Huang, Zhijian ,Zhang, Jinfang ,Li, Xiang ,&Zhang, Hui .(2014).Remote sensing image segmentation based on Dynamic Statistical Region Merging.Optik,125(2),870-875. |
| MLA | Huang, Zhijian ,et al."Remote sensing image segmentation based on Dynamic Statistical Region Merging".Optik 125.2(2014):870-875. |
入库方式： OAI收割
来源：软件研究所
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