22 May 2014 Hybrid fusion and demosaicing algorithm with near-infrared image
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Abstract
In this paper, we propose a unified framework for color filter array (CFA) interpolation and visible/NIR image combination. The proposed method aims to reconstruct a high quality image from raw CFA data and the corresponding NIR image, similar to a multi-spectral fusion of color and NIR images. Based on NIR image, we impose a sparse constraint of gradient difference to modify the traditional color interpolation. The experiments indicate the effectiveness of our hybrid scheme to acquire joint color and NIR information in real-time, and show that this hybrid process can generate a better color image when compared with treating interpolation and fusion separately.
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X. Y. Luo, J. Zhang, Q. H. Dai, "Hybrid fusion and demosaicing algorithm with near-infrared image", Proc. SPIE 9121, Multisensor, Multisource Information Fusion: Architectures, Algorithms, and Applications 2014, 91210J (22 May 2014); doi: 10.1117/12.2053206; https://doi.org/10.1117/12.2053206
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