Joint Demosaicing and Denoising

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

5 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

4 shown of 4 papers with code (7 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large Shift
  17 Mar 2022 1 repository listed
  Denoising and demosaicking are two essential steps to reconstruct a clean full-color image from the raw data.
• SAGAN: Adversarial Spatial-asymmetric Attention for Noisy Nona-Bayer Reconstruction
  16 Oct 2021 1 repository listed
  We combine our proposed module with adversarial learning to produce plausible images from Nona-Bayer CFA.
• Beyond Joint Demosaicking and Denoising: An Image Processing Pipeline for a Pixel-bin Image Sensor
  19 Apr 2021 1 repository listed
  In this paper, we tackle the challenges of joint demosaicing and denoising (JDD) on such an image sensor by introducing a novel learning-based method.
• Joint Demosaicing and Denoising With Self Guidance
  1 Jun 2020 1 repository listed
  In this paper, we propose a self-guidance network (SGNet), where the green channels are initially estimated and then works as a guidance to recover all missing values in the input image.