[visionlist] [CFP] CVPR 2024 New Trends in Image Restoration and Enhancement (NTIRE) workshop and challenges

[Radu Timofte]

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

CALL FOR PAPERS  & CALL FOR PARTICIPANTS IN 16 CHALLENGES

NTIRE: 9th New Trends in Image Restoration and Enhancement workshop and
challenges.
In conjunction with CVPR 2024, June 17, Seattle, US.

Website: https://cvlai.net/ntire/2024/
Contact: radu.timofte at uni-wuerzburg.de

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 image restoration, enhancement, manipulation
● Underwater image restoration, enhancement, manipulation
● Light field image restoration, enhancement, manipulation
● Methods robust to changing weather conditions / adverse outdoor
conditions
● Image/video restoration, enhancement, manipulation on constrained
settings/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
● Saliency and gaze 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://cvpr.thecvf.com/Conferences/2024/AuthorGuidelines
The review process is double blind.
Accepted and presented papers will be published after the conference in the
2024 CVPR Workshops Proceedings.

Author Kit:
https://github.com/cvpr-org/author-kit/archive/refs/tags/CVPR2024-v2.zip
Submission site: https://cmt3.research.microsoft.com/NTIRE2024


WORKSHOP DATES

● *Regular Papers submission deadline: March 10, 2024*
● Challenge Papers submission deadline: April 1, 2024
● *Papers reviewed elsewhere submission deadline: April 1, 2024*

CHALLENGES

   - Dense and Non-Homogeneous Dehazing
   <https://codalab.lisn.upsaclay.fr/competitions/17529>
   - Night Photography Rendering
   <https://codalab.lisn.upsaclay.fr/competitions/17529>
   - Blind Compressed Image Enhancement
   <https://codalab.lisn.upsaclay.fr/competitions/17548>
   - Shadow Removal - Track 1 Fidelity
   <https://codalab.lisn.upsaclay.fr/competitions/17539>
   - Shadow Removal - Track 2 Perceptual
   <https://codalab.lisn.upsaclay.fr/competitions/17546>
   - Efficient Super Resolution
   <https://codalab.lisn.upsaclay.fr/competitions/17547>
- Image Super Resolution (x4)
   <https://codalab.lisn.upsaclay.fr/competitions/17553>
   - Light Field Image Super-Resolution - Track 1 Fidelity
   <https://codalab.lisn.upsaclay.fr/competitions/17265>
   - Light Field Image Super-Resolution - Track 2 Efficiency
   <https://codalab.lisn.upsaclay.fr/competitions/17266>
   - Stereo Image Super-Resolution - Track 1 Bicubic
   <https://codalab.lisn.upsaclay.fr/competitions/17245>
   - Stereo Image Super-Resolution - Track 2 Realistic
   <https://codalab.lisn.upsaclay.fr/competitions/17246>
   - HR Depth from Images of Specular and Transparent Surfaces - Track 1
   Stereo <https://codalab.lisn.upsaclay.fr/competitions/17515>
   - HR Depth from Images of Specular and Transparent Surfaces - Track 2
   Mono <https://codalab.lisn.upsaclay.fr/competitions/17516>
   - Bracketing Image Restoration and Enhancement - Track 1
   <https://codalab.lisn.upsaclay.fr/competitions/17573>
   - Bracketing Image Restoration and Enhancement - Track 2
   <https://codalab.lisn.upsaclay.fr/competitions/17574>
   - Portrait Quality Assessment
   <https://codalab.lisn.upsaclay.fr/competitions/17311>
   - Quality Assessment for AI-Generated Content - Track 1 Image
   <https://codalab.lisn.upsaclay.fr/competitions/17627>
   - Quality Assessment for AI-Generated Content - Track 2 Video
   <https://codalab.lisn.upsaclay.fr/competitions/17621>
   - Restore Any Image Model (RAIM) in the Wild
   <https://codalab.lisn.upsaclay.fr/competitions/17632>
   - RAW Image Super-Resolution
   <https://codalab.lisn.upsaclay.fr/competitions/17631>
   - Short-form UGC Video Quality Assessment
   <https://codalab.lisn.upsaclay.fr/competitions/17638>
- Low Light Enhancement
   <https://codalab.lisn.upsaclay.fr/competitions/17640>

To learn more about the challenges, to participate in the challenges, and
to access the data everybody is invited to check the NTIRE 2024 page:
https://cvlai.net/ntire/2024/


CHALLENGES DATES

● *Release of train data: February 1, 2024*
● Competitions end: March 14, 2024

SPEAKERS (TBA)

SPONSORS (TBA)


Website: https://cvlai.net/ntire/2024/
Contact: radu.timofte at uni-wuerzburg.de
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