NTIRE: 7th New Trends in Image Restoration and Enhancement workshop
and image, video, and multi-frame challenges.
In conjunction with CVPR 2022, June 19, New Orleans, US.

Website: https://data.vision.ee.ethz.ch/cvl/ntire22/
Contact: radu.timofte@vision.ee.ethz.ch

TOPICS

● Image/video inpainting
● Image/video deblurring
● Image/video denoising
● Image/video upsampling and super-resolution
● Image/video filtering
● Image/video de-hazing, de-raining, de-snowing, etc.
● Demosaicing
● Image/video compression
● Removal of artifacts, shadows, glare and reflections, etc.
● Image/video enhancement: brightening, color adjustment, sharpening, etc.
● Style transfer
● Hyperspectral imaging
● Underwater imaging
● Methods robust to changing weather conditions / adverse outdoor conditions
● Image/video restoration, enhancement, manipulation on constrained settings
● Image/video processing on mobile devices
● Visual domain translation
● Multimodal translation
● Perceptual enhancement
● Perceptual manipulation
● Depth estimation
● Saliency and gaze estimation
● Image/video generation and hallucination
● Image/video quality assessment
● Image/video semantic segmentation, depth estimation
● Studies and applications of the above.

SUBMISSION

A paper submission has to be in English, in pdf format, and at most 8
pages (excluding references) in CVPR style.
https://cvpr2022.thecvf.com/author-guidelines
The review process is double blind.
Accepted and presented papers will be published in the 2022 CVPR
Workshops Proceedings by IEEE and CVF.

Author Kit: https://cvpr2022.thecvf.com/sites/default/files/2021-10/cvpr2022-author_kit-v1_1-1.zip
Submission site: https://cmt3.research.microsoft.com/NTIRE2022

WORKSHOP DATES

● Early & Regular Papers Submission Deadline: March 20, 2022 (extended)
● Late & Challenge Papers Submission Deadline: April 11, 2022 (extended)

IMAGE CHALLENGES

Spectral Reconstruction from RGB
Demosaicing
Inpainting
Perceptual Image Quality Assessment
Learning the Super-Resolution Space
Efficient Super-Resolution
Night Photography Rendering

VIDEO / MULTI-FRAME CHALLENGES

Super-Resolution and Enhancement of Compressed Videos
Stereo Super-Resolution
Burst Super-Resolution
High Dynamic Range (HDR)

To learn more about the challenges, to participate in the challenges,
and to access the data everybody is invited to check the NTIRE 2022
web page: https://data.vision.ee.ethz.ch/cvl/ntire22/

CHALLENGES DATES

● Release of train data: January 25, 2022
● Competitions end: March 30, 2022 (extended)

Website: https://data.vision.ee.ethz.ch/cvl/ntire22/
Contact: radu.timofte@vision.ee.ethz.ch