SAR and Multispectral Image Fusion Using Generalized IHS Transform Based on Trous Wavelet and EMD Decompositions
文献类型：SCI/SSCI论文
| 作者 | Xia J.; Tian J. |
| 发表日期 | 2010 |
| 关键词 | A trous wavelet transform empirical mode decomposition image fusion intensity hue saturation synthetic aperture radar empirical mode decomposition redundant quality |
| 英文摘要 | In the intensity hue saturation (IHS) based image fusion, the enhancement of the spatial information often leads to the distortion of the information in the spectral domain. In this paper, a spectral preserve fusion method is developed by introducing a trous wavelet transform (AWT) and empirical mode decomposition (EMD) into one generalized IHS transform, which extends panchromatic sharpening of low-resolution multispectral images (LRMIs) through detail injection to the fusion of LRMIs and synthetic aperture radar imagery ( SARI). The original LRMIs are first transformed into one low-resolution intensity component (LRIC) and the details from the SARI are abstracted using AWT. The LRIC and the approximation image of the SARI are fused through an intrinsic mode functions based model. Subsequently, high RIC produced through an inverse AWT is then substituted for the old one. High RMIs are obtained through an inverse IHS transform. Experiments reveal that this approach performs better than the AWT and IHS-AWT-based methods in preserving the spectral information of the LRMIs. The performance of the image fusion is examined both visually and quantitatively. |
| 出处 | Ieee Sensors Journal |
| 卷 | 10 |
| 期 | 3 |
| 页 | 737-745 |
| 收录类别 | SCI |
| 语种 | 英语 |
| ISSN号 | 1530-437X |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/24223]  |
| 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 | Xia J.,Tian J.. SAR and Multispectral Image Fusion Using Generalized IHS Transform Based on Trous Wavelet and EMD Decompositions. 2010. |
入库方式： OAI收割
来源：地理科学与资源研究所
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