Non-linear aggregation of filters to improve image denoising

Code

• github.com/bguedj/cobra_denoising
  OfficialIn papernone★ 0
• github.com/rengotj/cobra_denoising
  OfficialIn papernone★ 0

Abstract

We introduce a novel aggregation method to efficiently perform image denoising. Preliminary filters are aggregated in a non-linear fashion, using a new metric of pixel proximity based on how the pool of filters reaches a consensus. We provide a theoretical bound to support our aggregation scheme, its numerical performance is illustrated and we show that the aggregate significantly outperforms each of the preliminary filters.

Tasks

Reproductions