Learning two-pathway convolutional neural networks for categorizing scene images

@article{Bai2016LearningTC,
  title={Learning two-pathway convolutional neural networks for categorizing scene images},
  author={Shuang Bai and Zhaohong Li and Jianjun Hou},
  journal={Multimedia Tools and Applications},
  year={2016},
  volume={76},
  pages={16145-16162}
}
Scenes are closely related to the kinds of objects that may appear in them. Objects are widely used as features for scene categorization. On the other hand, landscapes with more spatial structures of scenes are representative of scene categories. In this paper, we propose a deep learning based algorithm for scene categorization. Specifically, we design two-pathway convolutional neural networks for exploiting both object attributes and spatial structures of scene images. Different from… CONTINUE READING

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