Image Demoireing in RAW and sRGB Domains

no code implementations • 14 Dec 2023 • Shuning Xu, Binbin Song, Xiangyu Chen, Xina Liu, Jiantao Zhou

Moire patterns frequently appear when capturing screens with smartphones or cameras, potentially compromising image quality.

SSIM

CNN Injected Transformer for Image Exposure Correction

1 code implementation • 8 Sep 2023 • Shuning Xu, Xiangyu Chen, Binbin Song, Jiantao Zhou

Capturing images with incorrect exposure settings fails to deliver a satisfactory visual experience.

Blocking

Direction-aware Video Demoireing with Temporal-guided Bilateral Learning

1 code implementation • 25 Aug 2023 • Shuning Xu, Binbin Song, Xiangyu Chen, Jiantao Zhou

In TDR, we propose a temporal-guided bilateral learning pipeline to mitigate the degradation of color and details caused by the moire patterns while preserving the restored frequency information in FDDA.

Under-Display Camera Image Restoration with Scattering Effect

1 code implementation • ICCV 2023 • Binbin Song, Xiangyu Chen, Shuning Xu, Jiantao Zhou

With the physical model of the scattering effect, we improve the image formation pipeline for the image synthesis to construct a realistic UDC dataset with ground truths.

Image Generation Image Restoration