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28 January 2008 A regularization approach to demosaicking
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Proceedings Volume 6822, Visual Communications and Image Processing 2008; 68221L (2008) https://doi.org/10.1117/12.765446
Event: Electronic Imaging, 2008, San Jose, California, United States
Abstract
Demosaicking is the process of reconstructing a full resolution color image from the sampled data acquired by a digital camera that apply a color filter array to a single sensor. In this paper, we propose a regularization approach to demosaicking, making use of some prior knowledge about natural color images, such as smoothness of each single color component and correlation between the different color channels. Initially, a quadratic strategy is considered and a general approach is reported. Then, an adaptive technique is analyzed, in order to improve the reconstruction near the edges and the discontinuities of the image. This is performed using a novel strategy that avoids computational demanding iterations. The proposed approach provides good performances and candidates itself for many applications.
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Daniele Menon and Giancarlo Calvagno "A regularization approach to demosaicking", Proc. SPIE 6822, Visual Communications and Image Processing 2008, 68221L (28 January 2008); https://doi.org/10.1117/12.765446
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