A general non-local denoising model using multi-kernel-induced measures

作者：

Highlights：

• We propose a general non-local denoising model which is multi-kernel induced and robust.

• Show that NLM filter and the lately proposed MNF filter are both its special cases.

• Extend the two typical filters to their advanced counterparts by means of the model.

摘要

•We propose a general non-local denoising model which is multi-kernel induced and robust.•Show that NLM filter and the lately proposed MNF filter are both its special cases.•Extend the two typical filters to their advanced counterparts by means of the model.

论文关键词：Image denoising,Multi-kernel learning,Kernel-induced measure,Non-local means (NLM),Complicated noise

论文评审过程：Received 2 August 2012, Revised 26 October 2013, Accepted 4 November 2013, Available online 15 November 2013.

论文官网地址：https://doi.org/10.1016/j.patcog.2013.11.003