Image Denoising with Rectified Linear Units

@inproceedings{Wu2014ImageDW,
  title={Image Denoising with Rectified Linear Units},
  author={Yangwei Wu and Haohua Zhao and Liqing Zhang},
  booktitle={ICONIP},
  year={2014}
}

• Yangwei Wu, Haohua Zhao, Liqing Zhang
• Published in ICONIP 2014
• DOI:10.1007/978-3-319-12643-2_18

Deep neural networks have shown their power in the image denoising problem by learning similar patterns in natural images. However, the traditional sigmoid function has shown its limitations. In this paper, we adopt the rectified linear (ReL) function instead of the sigmoid function as the activation function of hidden layers to further enhance the ability of neural network on solving image denoising problem. Our experiment shows that by better capturing patterns in natural images, our model… CONTINUE READING

View via Publisher

Save to Library

Create Alert

Cite