This is the project site for our paper
Junkang Zhang, Cheolhong An, Truong Nguyen.
Deep Joint Demosaicing and Super Resolution on High Resolution Bayer Sensor Data.
6th IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2018.
The url links to all RAW sensor data files are listed in data/list_sigma_full_link.txt. We do not provide the files directly due to lack of copyrights. Besides, you can also view those images from the following two links.
https://www.photographyblog.com/reviews/sigma_sd_quattro_review/sample_images/
https://www.imaging-resource.com/PRODS/sigma-sd-quattro/sigma-sd-quattroGALLERY.HTM
The other two files in data/ defines the separation of training and test set as mentioned in our paper.
X3F can convert x3f files into DNG files. Then, raw data can be extracted from DNG files by different tools, e.g. Matlab.
x3f_to_dng.py is a python script for x3f-to-dng conversion.
dng2mat.m is a Matlab script to extract raw data from dng files and save as mat files.
To be uploaded.