Regional and Entropy component analysis based remote sensing images fusion
文献类型：期刊论文
| 作者 | Luo, XQ (Luo, Xiaoqing) ; Wu, XJ (Wu, Xiaojun) ; Zhang, ZC (张战成) |
| 刊名 | JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
 |
| 出版日期 | 2014 |
| 卷号 | 26期号:3页码:1279-1287 |
| 关键词 | Regional entropy component analysis statistical model image fusion stationary wavelet transform |
| 通讯作者 | Wu, XJ (Wu, Xiaojun) |
| 英文摘要 | In this paper a new regional and entropy component analysis based fusion approach is proposed for multispectral and panchromatic images fusion. The input images are decomposed into low frequency subband and high frequency subbands by stationary wavelet transform. The low frequency subband coefficients of multispectral image are selected as those of fused image. The fused rule of high frequency subbands are designed according to the similarity of corresponding region. The similar corresponding regions are fused by magnitude maximum rule, otherwise, fused by statistical model method. In order to obtain the corresponding region, the input images are divided into windows and extracted the integrate features from panchromatic and multispectral images. Inspired by the kernel entropy component analysis, the linear entropy component analysis (ECA) is proposed and used to extract the spectral feature. Different from traditional regional fusion approaches dividing input images separately, ours is generated from the synthetic features. The region result can be gotten by feature clustering using Fuzzy C-means, which is mapped into each of high frequency subbands. Some experiments are taken on some remote sensing images, and the results show the superiorities of our proposed method, both in subjective evaluation and some numerical guidelines. |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000331137600021 |
| 公开日期 | 2014-12-19 |
| 源URL | [http://ir.sinano.ac.cn/handle/332007/1695]  |
| 专题 | 苏州纳米技术与纳米仿生研究所_学科交叉综合研究部_董军团队 |
| 推荐引用方式 GB/T 7714 | Luo, XQ ,Wu, XJ ,Zhang, ZC . Regional and Entropy component analysis based remote sensing images fusion[J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS,2014,26(3):1279-1287. |
| APA | Luo, XQ ,Wu, XJ ,&Zhang, ZC .(2014).Regional and Entropy component analysis based remote sensing images fusion.JOURNAL OF INTELLIGENT & FUZZY SYSTEMS,26(3),1279-1287. |
| MLA | Luo, XQ ,et al."Regional and Entropy component analysis based remote sensing images fusion".JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 26.3(2014):1279-1287. |
入库方式： OAI收割
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