Deep Convolutional Ranking for Multilabel Image Annotation

@article{Gong2013DeepCR,
  title={Deep Convolutional Ranking for Multilabel Image Annotation},
  author={Yunchao Gong and Yangqing Jia and Thomas Leung and Alexander Toshev and Sergey Ioffe},
  journal={CoRR},
  year={2013},
  volume={abs/1312.4894}
}

• Yunchao Gong, Yangqing Jia, +2 authors Sergey Ioffe
• Published 2013 in ArXiv

Multilabel image annotation is one of the most important challenges in computer vision with many real-world applications. While existing work usually use conventional visual features for multilabel annotation, features based on Deep Neural Networks have shown potential to significantly boost performance. In this work, we propose to leverage the advantage of such features and analyze key components that lead to better performances. Specifically, we show that a significant performance gain could… CONTINUE READING

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