Multispectral Demosaicing Using Intensity in Edge-Sensing and Iterative Difference-Based Methods

Sofiane Mihoubi, O. Losson, B. Mathon, L. Macaire
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引用次数: 4

Abstract

Single-sensor multispectral cameras, that sample spectral channels using a multispectral filter array, have recently emerged. They provide a raw image in which each channel is spectrally sampled pixel-wise according to the filter array pattern. A demosaicing procedure is then needed to estimate a multispectral image with full spectral resolution. The usefulness of intensity-based demosaicing has been shown in a previous work. In this paper, we both propose an intensity-based adaptation of the Binary Tree-based Edge-Sensing method for raw images with no dominant spectral band, and a new iterative method that uses the central wavelength distance between spectral bands.
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基于边缘感知强度和迭代差分方法的多光谱反马赛克
最近出现了单传感器多光谱相机,该相机使用多光谱滤波器阵列对光谱通道进行采样。它们提供一个原始图像,其中每个通道根据滤波器阵列模式进行逐像素频谱采样。然后需要一个去马赛克过程来估计具有全光谱分辨率的多光谱图像。基于强度的去马赛克的有用性已经在之前的工作中得到了证明。在本文中,我们提出了一种基于强度的二叉树边缘传感方法,用于无主导光谱带的原始图像,以及一种利用光谱带之间的中心波长距离的新迭代方法。
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