New Trends in Image Restoration and Enhancement (NTIRE) Call for Papers

New Trends in Image Restoration and Enhancement (NTIRE) 
workshop and challenges

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@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 17, 2024 (EXTENDED)
? Challenge Papers submission deadline: April 5, 2024
? Papers reviewed elsewhere submission deadline: April 5, 2024 (EXTENDED)

CHALLENGES

    Dense and Non-Homogeneous Dehazing
    Night Photography Rendering
    Blind Compressed Image Enhancement
    Shadow Removal - Track 1 Fidelity
    Shadow Removal - Track 2 Perceptual
    Efficient Super Resolution
    Image Super Resolution (x4)
    Light Field Image Super-Resolution - Track 1 Fidelity
    Light Field Image Super-Resolution - Track 2 Efficiency
    Stereo Image Super-Resolution - Track 1 Bicubic
    Stereo Image Super-Resolution - Track 2 Realistic
    HR Depth from Images of Specular and Transparent Surfaces - Track 1 Stereo
    HR Depth from Images of Specular and Transparent Surfaces - Track 2 Mono
    Bracketing Image Restoration and Enhancement - Track 1
    Bracketing Image Restoration and Enhancement - Track 2
    Portrait Quality Assessment
    Quality Assessment for AI-Generated Content - Track 1 Image
    Quality Assessment for AI-Generated Content - Track 2 Video
    Restore Any Image Model (RAIM) in the Wild
    RAW Image Super-Resolution
    Short-form UGC Video Quality Assessment
    Low Light Enhancement

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@uni-wuerzburg.de