Optical and SAR image registration based on improved non-subsampled wavelet transform for sea islands
文献类型：SCI/SSCI论文
| 作者 | Shi W. ; Su F. Z. ; Wang R. R. ; Lu Y. D. |
| 发表日期 | 2014 |
| 关键词 | image registration islands South China Sea wavelet transform threshold shrink operator automatic registration |
| 英文摘要 | Homologous feature point extraction is a key problem in the optical and synthetic aperture radar (SAR) image registration for islands. A new feature point extraction method using a threshold shrink operator and non-subsampled wavelet transform (TSO-NSWT) for optical and SAR image registration was proposed. Moreover, the matching for this proposed feature was different from the traditional feature matching strategies and was performed using a similarity measure computed from neighborhood circles in low-frequency bands. Then, a number of reliably matched couples with even distributions were obtained, which assured the accuracy of the registration. Application of the proposed algorithm to SPOT-5 (multi-spectral) and YG-1 (SAR) images showed that a large number of accurately matched couples could be identified. Additionally, both of the root mean square error (RMSE) patterns of the registration parameters computed based on the TSO-NSWT algorithm and traditional NSWT algorithm were analyzed and compared, which further demonstrated the effectiveness of the proposed algorithm. The algorithm can supply the crucial step for island image registration and island recognition. |
| 出处 | Acta Oceanologica Sinica |
| 卷 | 33 |
| 期 | 5 |
| 页 | 86-95 |
| 收录类别 | SCI |
| 语种 | 英语 |
| ISSN号 | 0253-505X |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/29619]  |
| 专题 | 地理科学与资源研究所_历年回溯文献 |
| 推荐引用方式 GB/T 7714 | Shi W.,Su F. Z.,Wang R. R.,et al. Optical and SAR image registration based on improved non-subsampled wavelet transform for sea islands. 2014. |
入库方式： OAI收割
来源：地理科学与资源研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。