期刊
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
卷 86, 期 -, 页码 670-679出版社
ELSEVIER SCIENCE BV
DOI: 10.1016/j.future.2018.04.056
关键词
Multispectral image; Demosaicking algorithm; Multispectral filter array (MSFA)
资金
- Shaanxi Province Key Laboratory of Printing and Packaging, China
- Natural Science Basic Research Plan in Shaanxi Province of China [2017JM1028]
- XUT Natural Science Foundation, China [2016CX031]
In order to acquire multispectral images precisely and quickly, a four-band multispectral capturing system with one imaging sensor is designed and evaluated in this paper. Firstly, four imaging bands are arranged in a 2x2 multispectral filter array (MSFA), and their filter spectral transmittances within the visual wavelength are designed uniformly. Then, the mosaicked four-band image is generated on the single-sensor according to the designed MSFA. In order to recover the mosaicked images, a demosaicking algorithm based on constant hue assumption is employed to highly maintain the image edges. At last, the four-band spectral capturing system is characterized by using the calibration target Macbeth ColorChecker, and a linear relationship between the band values and spectrum are calculated based on polynomial regression method, afterwards the demosaicked four-band pixels can be converted into the multispectral reflectance with that obtained relationship. In the experiment, the four-band multispectral imaging system with the proposed demosaicking algorithm is evaluated, and the experiment result demonstrates the proposed algorithm outperform the other methods in PSNR and RRMS. (C) 2018 Elsevier B.V. All rights reserved.
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