sidd-ground-truth-image-estimation

Ground truth image estimation used to generate the Smartphone Image Denoising Dataset (SIDD).

Start by checking Demo.m

Dependencies (copies included)

Sub-pixel image registration

Thin-plate spline image warping

simple-camera-pipeline

Challenges associated with the SIDD

NTIRE 2020 Real Image Denoising Challenge - Track 1: rawRGB

NTIRE 2020 Real Image Denoising Challenge - Track 2: sRGB

NTIRE 2019 Real Image Denoising Challenge - Track 1: Raw-RGB (Unavailable due to a Codalab crash)

NTIRE 2019 Real Image Denoising Challenge - Track 2: sRGB (Unavailable due to a Codalab crash)

Report and results: NTIRE 2019 Challenge on Real Image Denoising: Methods and Results

Paper

Abdelhamed, A., Lin, S., & Brown, M. S. (2018). A High-Quality Denoising Dataset for Smartphone Cameras. In 2018 {IEEE}/{CVF} Conference on Computer Vision and Pattern Recognition. {IEEE}. Retrieved from https://doi.org/10.1109%2Fcvpr.2018.00182

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