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Design of four-band multispectral imaging system with one single-sensor

机译:一个单传感器四波段多光谱成像系统设计

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摘要

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 2×2 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.
机译:为了精确快速地获取多光谱图像,本文设计并评估了一种带有一个成像传感器的四波段多光谱捕获系统。首先,将四个成像带排列在2×2多光谱滤光片阵列(MSFA)中,并均匀设计其在可见光波长范围内的滤光片透射率。然后,根据设计的MSFA在单传感器上生成镶嵌的四波段图像。为了恢复镶嵌图像,采用基于恒定色调假设的去马赛克算法来高度维护图像边缘。最后,利用标定目标Macbeth ColorChecker对四波段光谱捕获系统进行了表征,并利用多项式回归方法计算了波段值与光谱之间的线性关系,然后将去马赛克的四波段像素转换为与所获得的关系的多光谱反射率。在实验中,对采用提出的去马赛克算法的四波段多光谱成像系统进行了评估,实验结果表明该算法在PSNR和RRMS方面优于其他方法。

著录项

  • 来源
    《Future generation computer systems》 |2018年第9期|670-679|共10页
  • 作者单位

    Research Centre of Printing and Packaging Engineering, Shaanxi Province of China, Xi’an University of China,Norwegian Colour and Visual Computing Laboratory, Norwegian University of Science and Technology;

    Research Centre of Printing and Packaging Engineering, Shaanxi Province of China, Xi’an University of China;

    Research Centre of Printing and Packaging Engineering, Shaanxi Province of China, Xi’an University of China;

    Norwegian Colour and Visual Computing Laboratory, Norwegian University of Science and Technology;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Multispectral image; Demosaicking algorithm; Multispectral filter array (MSFA);

    机译:多光谱图像;去马赛克算法;多光谱滤波器阵列(MSFA);

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