Water Body Detection Based on an Improved U-Net

Author:

Xu Xinyu1,Liu Huazhen2,Zhang Tao1,Zhang Zenghui1,Guo Weiwei3

Affiliation:

1. Shanghai Jiao Tong University,Shanghai Key Laboratory of Intelligent Sensing and Recognition, School of Sensing Science and Engineering,Shanghai,China,200240

2. Shanghai Jiao Tong University,Intelligent Photoelectric Sensing Institute, School of Sensing Science and Engineering,Shanghai,China,200240

3. Tongji University,Center of Digital Innovation,Shanghai,China,200092

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference14 articles.

1. U-net: Convolutional networks for biomedical image segmentation;ronneberger;Medical Image Computing and Computer-Assisted Intervention,2015

2. Squeeze-and-Excitation Networks

3. MSResNet: Multiscale Residual Network via Self-Supervised Learning for Water-Body Detection in Remote Sensing Imagery

4. Deep Rotation Equivariant Network

5. Autoaugment: Learning augmentation policies from data;cubuk,2018

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