Papers with Code · CC BY-SA 4.0
Denoising
Denoising is a task in image processing and computer vision that aims to remove or reduce noise from an image. Noise can be introduced into an image due to various reasons, such as camera sensor limitations, lighting conditions, and compression artifacts. The goal of denoising is to recover the original image, which is considered to be noise-free, from a noisy observation.
<span style="color:grey; opacity: 0.6">( Image credit: Beyond a Gaussian Denoiser )</span>
데이터셋
155개CBSD68 sigma55CBSD68 sigma65ImageNet sigma100ImageNet sigma150ImageNet sigma200ImageNet sigma250ImageNet sigma50Kodak24 sigma100Kodak24 sigma15Kodak24 sigma150Kodak24 sigma200Kodak24 sigma250Kodak24 sigma30McMaster sigma100McMaster sigma150McMaster sigma200McMaster sigma250RENOIRSID SonyA7S2 x300Set12 sigma30Urban100 sigma10Urban100 sigma25Urban100 sigma30Urban100 sigma70AAPMBSD300 lambda30BSD300 lambda5-50BSD300 sigma25BSD300 sigma5-50BSD68 sigma10