dataset | brief introduction | link |
---|---|---|
VIP-LowLight | Eight Natural Images Captured in Very Low-Light Conditions | https://uwaterloo.ca/vision-image-processing-lab/research-demos/vip-lowlight-dataset |
ReNOIR | RENOIR - A Dataset for Real Low-Light Image Noise Reduction | http://ani.stat.fsu.edu/~abarbu/Renoir.html |
Raw Image Low-Light Object | - | https://wiki.qut.edu.au/display/cyphy/Datasets |
SID | Learning to see in the dark; light level (outdoor scene 0.2 lux - 5 lux; indoor scene: 0.03 lux - 0.3 lux) | http://vladlen.info/publications/learning-see-dark (including codes) |
ExDARK | Getting to Know Low-light Images with The Exclusively Dark Dataset | https://github.com/cs-chan/Exclusively-Dark-Image-Dataset (including codes) |
MIT-Adobe FiveK | Learning Photographic Global Tonal Adjustment with a Database of Input / Output Image Pairs (with ~4% low light images) | https://data.csail.mit.edu/graphics/fivek |
LRAICE-Dataset | A Learning-to-Rank Approach for Image Color Enhancement | - |
The 500px Dataset | Exposure: A White-Box Photo Post-Processing Framework | - |
DPED | DSLR-quality photos on mobile devices with deep convolutional networks | http://people.ee.ethz.ch/~ihnatova |
LOL | Deep Retinex Decomposition for Low-Light Enhancement | https://daooshee.github.io/BMVC2018website |
VV - most challenging cases | Busting image enhancement and tone-mapping algorithms: A collection of the most challenging cases from Vassilios Vonikakis | https://sites.google.com/site/vonikakis/datasets/challenging-dataset-for-enhancement |
VV - Phos | A color image database of 15 scenes captured under different illumination conditions from Vassilios Vonikakis | http://robotics.pme.duth.gr/phos2.html |
SICE | A large-scale multi-exposure image dataset, which contains 589 elaborately selected high-resolution multi-exposure sequences with 4,413 images | https://github.com/csjcai/SICE |
The Extended Yale Face Database B | The extended Yale Face Database B contains 16128 images of 28 human subjects under 9 poses and 64 illumination conditions. | http://vision.ucsd.edu/~iskwak/ExtYaleDatabase/ExtYaleB.html |
the nighttime image dataset | A dataset which contains source images in bad visibility and their enhanced images processed by different enhancement algorithms | http://mlg.idm.pku.edu.cn/ |