NTIRE 2024 Challenge on Night Photography Rendering

Egor I. Ershov, Artyom Panshin, Oleg Karasev, Sergey Korchagin, Shepelev Lev, Alexandr Startsev, Daniil Vladimirov, Ekaterina Zaychenkova, Nikola Banic, Dmitrii Iarchuk, Maria Efimova, Radu Timofte, Arseniy P. Terekhin

CVPRW 2024 pp. 6702-6711

doi:10.1109/CVPRW63382.2024.00664 /cvprw/2024/ershov2024cvprw-ntire/

Abstract

This paper presents a review of the NTIRE 2024 challenge on night photography rendering. The goal of the challenge was to find solutions that process raw camera images taken in nighttime conditions, and thereby produce a photo-quality output images in the standard RGB (sRGB) space. Unlike the previous year’s competition, the challenge images were collected with a mobile phone and the speed of algorithms was also measured alongside the quality of their output. To evaluate the results, a sufficient number of viewers were asked to assess the visual quality of the proposed solutions, considering the subjective nature of the task. There were 2 nominations: quality and efficiency. Top 5 solutions in terms of output quality were sorted by evaluation time (see Fig. 1). The top ranking participants’ solutions effectively represent the state-of-the-art in night-time photography rendering. More results can be found at https://nightimaging.org.

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Cite

Text

Ershov et al. "NTIRE 2024 Challenge on Night Photography Rendering." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2024. doi:10.1109/CVPRW63382.2024.00664

Markdown

[Ershov et al. "NTIRE 2024 Challenge on Night Photography Rendering." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2024.](https://mlanthology.org/cvprw/2024/ershov2024cvprw-ntire/) doi:10.1109/CVPRW63382.2024.00664

BibTeX

@inproceedings{ershov2024cvprw-ntire,
  title     = {{NTIRE 2024 Challenge on Night Photography Rendering}},
  author    = {Ershov, Egor I. and Panshin, Artyom and Karasev, Oleg and Korchagin, Sergey and Lev, Shepelev and Startsev, Alexandr and Vladimirov, Daniil and Zaychenkova, Ekaterina and Banic, Nikola and Iarchuk, Dmitrii and Efimova, Maria and Timofte, Radu and Terekhin, Arseniy P.},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2024},
  pages     = {6702-6711},
  doi       = {10.1109/CVPRW63382.2024.00664},
  url       = {https://mlanthology.org/cvprw/2024/ershov2024cvprw-ntire/}
}