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Found 8 papers, 3 papers with code
NTIRE 2024 Challenge on Night Photography Rendering
The top ranking participants' solutions effectively represent the state-of-the-art in nighttime photography rendering.
Enhancing Perceptual Quality in Video Super-Resolution through Temporally-Consistent Detail Synthesis using Diffusion Models
This strategy improves the perceptual quality of the results and the temporal consistency across frames.
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
The homepage of this challenge is at https://github. com/RenYang-home/AIM22_CompressSR.
Shallow camera pipeline for night photography rendering
We introduce a camera pipeline for rendering visually pleasing photographs in low light conditions, as part of the NTIRE2022 Night Photography Rendering challenge.
Planckian Jitter: countering the color-crippling effects of color jitter on self-supervised training
The data augmentations used are of crucial importance to the quality of learned feature representations.
Illumination Estimation Challenge: experience of past two years
The main advantage of testing a method on a challenge over testing in on some of the known datasets is the fact that the ground-truth illuminations for the challenge test images are unknown up until the results have been submitted, which prevents any potential hyperparameter tuning that may be biased.
Learning Illuminant Estimation from Object Recognition
In this paper we present a deep learning method to estimate the illuminant of an image.
Deep Learning for Logo Recognition
In this paper we propose a method for logo recognition using deep learning.
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