Multi-source Remote Sensing Image Registration Based on Contourlet Transform and Multiple Feature Fusion
文献类型：期刊论文
| 作者 | Huan Liu2,3; Gen-Fu Xiao1; Yun-Lan Tan2,3; Chun-Juan Ouyang2,3 |
| 刊名 | International Journal of Automation and Computing
 |
| 出版日期 | 2019 |
| 卷号 | 16期号:5页码:575-588 |
| 关键词 | Feature fusion multi-scale circle Gaussian combined invariant moment multi-direction gray level co-occurrence matrix multi-source remote sensing image registration contourlet transform. |
| ISSN号 | 1476-8186 |
| DOI | 10.1007/s11633-018-1163-6 |
| 英文摘要 | Image registration is an indispensable component in multi-source remote sensing image processing. In this paper, we put forward a remote sensing image registration method by including an improved multi-scale and multi-direction Harris algorithm and a novel compound feature. Multi-scale circle Gaussian combined invariant moments and multi-direction gray level co-occurrence matrix are extracted as features for image matching. The proposed algorithm is evaluated on numerous multi-source remote sensor images with noise and illumination changes. Extensive experimental studies prove that our proposed method is capable of receiving stable and even distribution of key points as well as obtaining robust and accurate correspondence matches. It is a promising scheme in multi-source remote sensing image registration. |
| 源URL | [http://ir.ia.ac.cn/handle/173211/42359]  |
| 专题 | 自动化研究所_学术期刊_International Journal of Automation and Computing |
| 作者单位 | 1.College of Mechanical and Electronic, Jinggangshan University, Ji′an 343009, China 2.Key Laboratory of Watershed Ecology and Geographical Environment Monitoring, National Administration of Surveying, Mapping and Geoinformation (NASG), Ji′an 343009, China 3.College of Electronic and Information Engineering, Jinggangshan University, Ji′an 343009, China |
| 推荐引用方式 GB/T 7714 | Huan Liu,Gen-Fu Xiao,Yun-Lan Tan,et al. Multi-source Remote Sensing Image Registration Based on Contourlet Transform and Multiple Feature Fusion[J]. International Journal of Automation and Computing,2019,16(5):575-588. |
| APA | Huan Liu,Gen-Fu Xiao,Yun-Lan Tan,&Chun-Juan Ouyang.(2019).Multi-source Remote Sensing Image Registration Based on Contourlet Transform and Multiple Feature Fusion.International Journal of Automation and Computing,16(5),575-588. |
| MLA | Huan Liu,et al."Multi-source Remote Sensing Image Registration Based on Contourlet Transform and Multiple Feature Fusion".International Journal of Automation and Computing 16.5(2019):575-588. |
入库方式： OAI收割
来源：自动化研究所
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