Deep Correlation Features for Image Style Classification

@inproceedings{Chu2016DeepCF,
  title={Deep Correlation Features for Image Style Classification},
  author={Wei-Ta Chu and Yi-Ling Wu},
  booktitle={ACM Multimedia},
  year={2016}
}
This paper presents a comprehensive study of deep correlation features on image style classification. Inspired by that correlation between feature maps can effectively describe image texture, we design and transform various such correlations into style vectors, and investigate classification performance brought by different variants. In addition to intra-layer correlation, we also propose inter-layer correlation and verify its benefit. Through extensive experiments on image style classification… CONTINUE READING

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