Iterative spectral correlation based multispectral image demosaicking

被引:0
|
作者
Rathi, Vishwas [1 ]
Rana, Kapil [2 ,3 ]
Goyal, Puneet [3 ,4 ]
机构
[1] Natl Inst Technol Kurukshetra, Dept Comp Engn, Kurukshetra, Haryana, India
[2] Jaypee Univ Informat Technol, Comp Sci & Engn & Informat Technol, Solan, Himachal Pardes, India
[3] Indian Inst Technol Ropar, Dept Comp Sci & Engn, Rupnagar, Punjab, India
[4] NIMS Univ, NIMS Inst Engn & Technol, Jaipur 303121, Rajasthan, India
关键词
Image demosaicking; Interpolation; Multispectral image; Multispectral filter array; Spectral correlation;
D O I
10.1007/s11760-024-03435-3
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Multispectral imaging systems with a multispectral filter array (MSFA) provide an affordable and portable way to capture multispectral images (MSIs) that have a variety of applications in different fields. These systems generate raw images initially and require an effective multispectral image demosaicking technique for reconstructing the MSI from the raw data. These demosaicking methods require proper usage of the spectral correlation available between the bands of MSI to generate high quality MSI. However, the existing demosaicking methods only partially utilize this spectral correlation, as they use spectral correlation only in the initial estimation of MSI. In this work, we utilize the spectral correlation between bands iteratively and finally enhance the quality of the generated image using median filtering based image enhancement. The exploratory results on the two standard datasets publicise the quality of the presented method on the various metrics.
引用
收藏
页码:7873 / 7886
页数:14
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