NTIRE: 7th New Trends in Image Restoration and Enhancement workshop and image, video, and multi-frame challenges. Call for Papers

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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@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

    Spectral Reconstruction from RGB
    Demosaicing
    Inpainting
    Perceptual Image Quality Assessment
    Learning the Super-Resolution Space
    Super-Resolution
    Night Images 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/

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@vision.ee.ethz.ch