Best tradeoff for remote sensing image fusion based on three-dimensional variation an a trous wavelet
文献类型：SCI/SSCI论文
| 作者 | Tian J. |
| 发表日期 | 2013 |
| 关键词 | image fusion 3Dvar a trous wavelet optimal decomposition quality decomposition transform parameter spot |
| 英文摘要 | For a trous wavelet-based remote sensing image fusion, it is significant to determine the number of decomposition levels (NDL) to derive the best tradeoff between the spatial and spectral qualities of the fused image. The tradeoff is modeled as a cost function from a novel three-dimensional variational point of view. By solving this cost function, a new fusion scheme is proposed that can be used to customize the tradeoff by weighting the wavelet planes with a factor. The optimal NDL is decided by the intersection of the characteristic curves of the spatial and spectral qualities. Three pairs of remote sensing images are used to test the analysis. The experimental results show that the proposed method provides the practitioner with a reference for selecting the fused image with different spatial and spectral qualities for different applications. (C) 2013 Society of Photo-Optical Instrumentation Engineers (SPIE) |
| 出处 | Journal of Applied Remote Sensing |
| 卷 | 7 |
| 收录类别 | SCI |
| 语种 | 英语 |
| ISSN号 | 1931-3195 |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/30621]  |
| 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 | Tian J.. Best tradeoff for remote sensing image fusion based on three-dimensional variation an a trous wavelet. 2013. |
入库方式： OAI收割
来源：地理科学与资源研究所
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