IGSNRR OpenIR
Optical and SAR image registration based on improved nonsubsampled wavelet transform for sea islands
Shi Wei1; Su Fenzhen1; Wang Ruirui2; Lu Yongduo3
2014
Source PublicationActa Oceanologica Sinica
ISSN0253-505X
Volume33Issue:5Pages:86
AbstractHomologous 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.
Language英语
Document Type期刊论文
Identifierhttp://ir.igsnrr.ac.cn/handle/311030/116382
Collection中国科学院地理科学与资源研究所
Affiliation1.中国科学院地理科学与资源研究所
2.北京林业大学
3.National Marine Environmental Forecasting Center, State Oceanic Administration
First Author Affilication中国科学院地理科学与资源研究所
Recommended Citation
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.
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