sabaizzz / LLF-Net

Light fields, wide-baseline, sparse, depth estimation, disparity estimation

LLF-Net

A Lightweight Depth Estimation Network for Wide-Baseline Light Fields

Project Page | Paper

Table of Contents

• Datasets
• Citation

Datasets

We have created a large-scale wide-baseline light field dataset (called WLF), which is originally created for training and testing the deep learning-based models for depth estimation. You might use this dataset for other purpose if possible. Please feel free to download our dataset, consisting of Part I, Part II and Part III

Citation

If you use our code or dataset in your research, please cite our paper:

@article{li2021lightweight,
  title={A Lightweight Depth Estimation Network for Wide-baseline Light Fields.},
  author={Li, Yan and Wang, Qiong and Zhang, Lu and Lafruit, Gauthier},
  journal={IEEE Transactions on Image Processing: a Publication of the IEEE Signal Processing Society},
  year={2021}
}