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IEEE Trans Image Process. 2009 Oct;18(10):2209-20. doi: 10.1109/TIP.2009.2025092. Epub 2009 Jun 12.

Regularization approaches to demosaicking.

Author information

1
Department of Information Engineering, University of Padova, 35131 Padova, Italy. menond@dei.unipd.it

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. Moreover, since the response of the pixel sensors can be taken into account, it can handle nonideal acquisition devices.

PMID:
19527958
DOI:
10.1109/TIP.2009.2025092
[Indexed for MEDLINE]

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