Baselines for Image Annotation

@article{Makadia2010BaselinesFI,
  title={Baselines for Image Annotation},
  author={Ameesh Makadia and Vladimir Pavlovic and Sanjiv Kumar},
  journal={International Journal of Computer Vision},
  year={2010},
  volume={90},
  pages={88-105}
}
Automatically assigning keywords to images is of great interest as it allows one to retrieve, index, organize and understand large collections of image data. Many techniques have been proposed for image annotation in the last decade that give reasonable performance on standard datasets. However, most of these works fail to compare their methods with simple baseline techniques to justify the need for complex models and subsequent training. In this work, we introduce a new and simple baseline… CONTINUE READING
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