This is the implementation for Deep High Dynamic Range Imaging with Large Foreground Motions, Shangzhe Wu, Jiarui Xu, Yu-Wing Tai, Chi-Keung Tang, in ECCV, 2018. More results can be found on our project page.
Clone this repo:
git clone https://github.com/elliottwu/DeepHDR.git
cd DeepHDR
Download pretrained model: (~60MB)
sh download_pretrained.sh
sh test.sh
Generated HDR images are in .hdr
format, which may not be properly displayed in your image viewer directly. You may use Photomatix for tonemapping:
.hdr
file in Photomatix.Detailed
and Painterly2
. .tif
or .jpg
. cd dataset
sh download_dataset.sh
cd ..
cd dataset
python convert_to_tfrecord.py
cd ..
sh train.sh
localhost:8888
in your browser
tensorboard --logdir=logs --port=8888
@InProceedings{Wu_2018_ECCV,
author = {Wu, Shangzhe and Xu, Jiarui and Tai, Yu-Wing and Tang, Chi-Keung},
title = {Deep High Dynamic Range Imaging with Large Foreground Motions},
booktitle = {The European Conference on Computer Vision (ECCV)},
month = {September},
year = {2018}
}