A Cross-media Model for Automatic Image Annotation

@inproceedings{Ballan2014ACM,
  title={A Cross-media Model for Automatic Image Annotation},
  author={Lamberto Ballan and Tiberio Uricchio and Lorenzo Seidenari and Alberto Del Bimbo},
  booktitle={ICMR},
  year={2014}
}
Automatic image annotation is still an important open problem in multimedia and computer vision. The success of media sharing websites has led to the availability of large collections of images tagged with human-provided labels. Many approaches previously proposed in the literature do not accurately capture the intricate dependencies between image content and annotations. We propose a learning procedure based on Kernel Canonical Correlation Analysis which finds a mapping between visual and… CONTINUE READING
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