| Multispectral Images Deblurring via Interchannel Correlation Relationship | |
Shi, Yuetian; Wang, Nan; Yang, Fanchao ; Zhang, Geng; Li, Siyuan; Liu, Xuebin
| |
| 2021 | |
| 会议名称 | 4th International Conference on Information Communication and Signal Processing, ICICSP 2021 |
| 会议录名称 | 2021 4th International Conference on Information Communication and Signal Processing, ICICSP 2021 |
| 页码 | 458-462 |
| 会议日期 | 2021-09-24 |
| 会议地点 | Shanghai, China |
| 出版者 | Institute of Electrical and Electronics Engineers Inc. |
| 产权排序 | 1 |
| 摘要 | Image blur is very common in multispectral images, especially out-of-focus blur when the multispectral cameras are well focused on a specific channel. Therefore, it is important to recover the latent clear images from the blurred image. Many researchers have proposed a large number of methods for deblurring multispectral images. These algorithms assume that the relationship between channels is consistent. In fact, the relationship between different channels in multispectral images suffers from different blurring. Therefore it needs different processing for different channels. We propose a joint spatial and spectral filtering algorithm for multispectral images deblurring. We have introduced an adaptive Gaussian distribution as a constraint relationship between channels, which can effectively deblur the multispectral images. Extensive experiments show that our method achieves state-of-the-art results. © 2021 IEEE. |
| 关键词 | multispectral images degraded images deblurring interchannel correlation relationship |
| 作者部门 | 光谱成像技术研究室 |
| DOI | 10.1109/ICICSP54369.2021.9611913 |
| 收录类别 | EI |
| ISBN号 | 9781665407571 |
| 语种 | 英语 |
| EI入藏号 | 20220411511779 |
| 引用统计 | |
| 文献类型 | 会议论文 |
| 条目标识符 | http://ir.opt.ac.cn/handle/181661/95688 |
| 专题 | 光谱成像技术研究室 |
| 作者单位 | Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Key Laboratory of Spectral Imaging Technology CAS, Xi'an, China |
| 推荐引用方式 GB/T 7714 | Shi, Yuetian,Wang, Nan,Yang, Fanchao,et al. Multispectral Images Deblurring via Interchannel Correlation Relationship[C]:Institute of Electrical and Electronics Engineers Inc.,2021:458-462. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| Multispectral Images（932KB） | 会议论文 | 限制开放 | CC BY-NC-SA | 请求全文 | ||
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