Fast filtering image fusion
文献类型：期刊论文
| 作者 | Zhan, Kun1; Xie, Yuange1; Wang, Haibo1; Min, Yufang2 |
| 刊名 | JOURNAL OF ELECTRONIC IMAGING
 |
| 出版日期 | 2017-11-01 |
| 卷号 | 26期号:6页码:18 |
| ISSN号 | 1017-9909 |
| 关键词 | structure-preserving filter image fusion multimodal information fusion |
| DOI | 10.1117/1.JEI.26.6.063004 |
| 通讯作者 | Zhan, Kun(kzhan@lzu.edu.cn) |
| 英文摘要 | Image fusion aims at exploiting complementary information in multimodal images to create a single composite image with extended information content. An image fusion framework is proposed for different types of multimodal images with fast filtering in the spatial domain. First, image gradient magnitude is used to detect contrast and image sharpness. Second, a fast morphological closing operation is performed on image gradient magnitude to bridge gaps and fill holes. Third, the weight map is obtained from the multimodal image gradient magnitude and is filtered by a fast structure-preserving filter. Finally, the fused image is composed by using a weighed-sum rule. Experimental results on several groups of images show that the proposed fast fusion method has a better performance than the state-of-the-art methods, running up to four times faster than the fastest baseline algorithm. (C) 2017 SPIE and IS&T |
| 收录类别 | SCI |
| WOS关键词 | MULTISCALE-DECOMPOSITION ; PERFORMANCE ; TRANSFORM ; REPRESENTATION ; REGISTRATION |
| WOS研究方向 | Engineering ; Optics ; Imaging Science & Photographic Technology |
| WOS类目 | Engineering, Electrical & Electronic ; Optics ; Imaging Science & Photographic Technology |
| 语种 | 英语 |
| 出版者 | IS&T & SPIE |
| WOS记录号 | WOS:000419961800017 |
| URI标识 | http://www.irgrid.ac.cn/handle/1471x/2558065 |
| 专题 | 寒区旱区环境与工程研究所 |
| 通讯作者 | Zhan, Kun |
| 作者单位 | 1.Lanzhou Univ, Sch Informat Sci & Engn, Lanzhou, Gansu, Peoples R China 2.Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources, Lanzhou, Gansu, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhan, Kun,Xie, Yuange,Wang, Haibo,et al. Fast filtering image fusion[J]. JOURNAL OF ELECTRONIC IMAGING,2017,26(6):18. |
| APA | Zhan, Kun,Xie, Yuange,Wang, Haibo,&Min, Yufang.(2017).Fast filtering image fusion.JOURNAL OF ELECTRONIC IMAGING,26(6),18. |
| MLA | Zhan, Kun,et al."Fast filtering image fusion".JOURNAL OF ELECTRONIC IMAGING 26.6(2017):18. |
入库方式： iSwitch采集
来源：寒区旱区环境与工程研究所
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