A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing

@article{Fan2017AGD,
  title={A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing},
  author={Qingnan Fan and Jiaolong Yang and Gang Hua and Baoquan Chen and David P. Wipf},
  journal={2017 IEEE International Conference on Computer Vision (ICCV)},
  year={2017},
  pages={3258-3267}
}
This paper proposes a deep neural network structure that exploits edge information in addressing representative low-level vision tasks such as layer separation and image filtering. Unlike most other deep learning strategies applied in this context, our approach tackles these challenging problems by estimating edges and reconstructing images using only cascaded convolutional layers arranged such that no handcrafted or application-specific image-processing components are required. We apply the… CONTINUE READING

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