CVPR 2023 New Trends in Image Restoration and Enhancement (NTIRE) workshop and challenges

March 7th, 2023 Daniela Lopez de Luise
CALL FOR PAPERS  & CALL FOR PARTICIPANTS IN 13 CHALLENGES
NTIRE: 8th New Trends in Image Restoration and Enhancement workshop and challenges.
In conjunction with CVPR 2023, June 18, Vancouver, Canada.
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.
The review process is double blind.
Accepted and presented papers will be published after the conference in the 2023 CVPR Workshops Proceedings.

Author Kit: https://media.icml.cc/Conferences/CVPR2023/cvpr2023-author_kit-v1_1-1.zip

WORKSHOP DATES
● Regular Papers submission deadline: March 10, 2023  (EXTENDED)
● Challenge Papers submission deadline: March 31, 2023
● Papers reviewed elsewhere submission deadline: March 31, 2023


CHALLENGES
  1. HR Non-Homogeneous Dehazing
  2. Night Photography Rendering
  3. Real-Time Super-Resolution
  4. Bokeh Effect Transformation
  5. 360° Omnidirectional Super-Resolution
  6. Super-Resolution
  7. Light Field Super-Resolution
  8. Stereo Super-Resolution
  9. Quality Assessment for Video Enhancement
  10. Shadow Removal
  11. Denoising
  12. HR Depth Estimation
  13. Colorization

To learn more about the challenges, to participate in the challenges, and to access the data everybody is invited to check the NTIRE 2023 web page:

For those interested in constrained and efficient solutions validated on mobile devices we refer to the CVPR23 Mobile AI Workshop and Challenges:
CHALLENGES DATES

● Release of train data: January 30, 2023
● Competitions end: March 20, 2022

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