Awesome
LFNet
LFNet: A Novel Bidirectional Recurrent Convolutional Neural Network for Light-field Image Super-resolution
Yunlong Wang, Fei Liu, Kunbo Zhang, Guangqi Hou, Zhenan Sun, Tieniu Tan
@ARTICLE{LFNet_Wang_2018,
author={Y. Wang and F. Liu and K. Zhang and G. Hou and Z. Sun and T. Tan},
journal={IEEE Transactions on Image Processing},
title={LFNet: A Novel Bidirectional Recurrent Convolutional Neural Network for Light-Field Image Super-Resolution},
year={2018}, volume={27}, number={9}, pages={4274-4286},
doi={10.1109/TIP.2018.2834819}, ISSN={1057-7149}, month={Sept}}
Generate Datasets for Training LFNet
generate_LFNet_Train_RN.m
for row network of LFNetgenerate_LFNet_Train_CN.m
for column network of LFNet
Train From Scratch
LFNet_Train_RN_With_IMsF.py
for training row network of LFNetLFNet_Train_CN_With_IMsF.py
for training column network of LFNet
Pre-trained Models
2x
/3x
/4x
pre-trained models are supplied under the foldermodel
.
Utilities
- Find some useful functions in
LF2Gif_SceneInFolder_for_LFNet.py
,algo_evaluation_index_for_LFNet.py
and so on.