Underwater image classification using deep convolutional neural networks and data augmentation

@article{Xu2017UnderwaterIC,
  title={Underwater image classification using deep convolutional neural networks and data augmentation},
  author={Yifeng Xu and Yang Zhang and Huigang Wang and Xing Liu},
  journal={2017 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC)},
  year={2017},
  pages={1-5}
}
The classification accuracy of underwater image, which have the special image characteristic, is lower than the corresponding result of images in the air. A study was carried out to underwater image classification with deep convolutional neural networks and the classification ability was improved with two data augmentation methods. The experiments showed… CONTINUE READING