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Hybrid fusion and demosaicing algorithm with near-infrared image

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

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.

源语言英语
主期刊名Multisensor, Multisource Information Fusion
主期刊副标题Architectures, Algorithms, and Applications 2014
出版商SPIE
ISBN(印刷版)9781628410587
DOI
出版状态已出版 - 2014
已对外发布
活动Multisensor, Multisource Information Fusion: Architectures, Algorithms, and Applications 2014 - Baltimore, MD, 美国
期限: 6 5月 20147 5月 2014

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
9121
ISSN(印刷版)0277-786X
ISSN(电子版)1996-756X

会议

会议Multisensor, Multisource Information Fusion: Architectures, Algorithms, and Applications 2014
国家/地区美国
Baltimore, MD
时期6/05/147/05/14

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