Connectionists: [CFP] CVPR 2022 New Trends in Image Restoration and Enhancement (NTIRE) workshop and challenges

[Radu Timofte]

 Apologies for multiple postings
***********************************

CALL FOR PAPERS  & CALL FOR PARTICIPANTS IN 11 CHALLENGES

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 at 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
● 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 after the conference in the
2022 CVPR Workshops Proceedings.

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

● *Regular Papers Submission Deadline: March 10, 2022*
● Challenge Papers Submission Deadline: April 1, 2022

IMAGE CHALLENGES

   1. *Spectral Reconstruction from RGB*
   2.
*Demosaicing *
   3. *Inpainting*
   4. *Perceptual Image Quality Assessment*
5.
*Learning the Super-Resolution Space *
   6. *Super-Resolution*
   7.
*Night Images Rendering *

VIDEO / MULTI-FRAME CHALLENGES

   1. *Super-Resolution and Enhancement of Compressed Videos*
2. *Stereo Super-Resolution*
   3. *Burst Super-Resolution*
   4. *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/

For those interested in constrained and efficient solutions validated on
mobile devices we refer to the CVPR22* Mobile AI Workshop and Challenges:*
https://ai-benchmark.com/workshops/mai/2022/

CHALLENGES DATES

● *Release of train data: January 25, 2022*
● Competitions end: March 20, 2022

SPEAKERS (TBA)

SPONSORS (TBA)


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