Optical and SAR image registration based on improved nonsubsampled wavelet transform for sea islands
文献类型：期刊论文
| 作者 | Shi Wei2; Su Fenzhen2 ; Wang Ruirui3; Lu Yongduo1
|
| 刊名 | Acta Oceanologica Sinica
 |
| 出版日期 | 2014 |
| 卷号 | 33期号:5页码:86 |
| ISSN号 | 0253-505X |
| 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. |
| 语种 | 英语 |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/116381]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 作者单位 | 1.National Marine Environmental Forecasting Center, State Oceanic Administration 2.中国科学院地理科学与资源研究所 3.北京林业大学 |
| 推荐引用方式 GB/T 7714 | Shi Wei,Su Fenzhen,Wang Ruirui,et al. Optical and SAR image registration based on improved nonsubsampled wavelet transform for sea islands[J]. Acta Oceanologica Sinica,2014,33(5):86. |
| APA | Shi Wei,Su Fenzhen,Wang Ruirui,&Lu Yongduo.(2014).Optical and SAR image registration based on improved nonsubsampled wavelet transform for sea islands.Acta Oceanologica Sinica,33(5),86. |
| MLA | Shi Wei,et al."Optical and SAR image registration based on improved nonsubsampled wavelet transform for sea islands".Acta Oceanologica Sinica 33.5(2014):86. |
入库方式： OAI收割
来源：地理科学与资源研究所
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