Solving a two-colour problem by applying probabilistic approach to a full-colour multi-frame image super-resolution

作者：

Highlights：

• The algorithm incorporates the two colour prior into the probabilistic model.

• Correct modelling of the Bayer pattern in the generative process is done.

• Super resolution and demosaicing (SRD) are joined together in MAP approach for two-colour problem.

• SRD contributes to the quality of estimated HR images in poor conditions.

摘要

Highlights•The algorithm incorporates the two colour prior into the probabilistic model.•Correct modelling of the Bayer pattern in the generative process is done.•Super resolution and demosaicing (SRD) are joined together in MAP approach for two-colour problem.•SRD contributes to the quality of estimated HR images in poor conditions.

论文关键词：Super-resolution,Demosaicing,MAP,Two colour prior

论文评审过程：Received 9 July 2012, Accepted 7 March 2013, Available online 16 March 2013.

论文官网地址：https://doi.org/10.1016/j.image.2013.03.001