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Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries


Junjie Hu, Mete Ozay, Yan Zhang, Takayuki Okatani https://arxiv.org/abs/1803.08673

Results

Dependencies

  • python 2.7
  • Pytorch 0.3.1

Running

Download the trained models: Depth estimation networks
Download the data: NYU-v2 dataset

  • Demo

    python demo.py
  • Test

    python test.py
  • Train

    python train.py

Citation

If you use the code or the pre-processed data, please cite:

@inproceedings{Hu2019RevisitingSI,
  title={Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps With Accurate Object Boundaries},
  author={Junjie Hu and Mete Ozay and Yan Zhang and Takayuki Okatani},
  journal={2019 IEEE Winter Conference on Applications of Computer Vision (WACV)},
  year={2019}
}

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