Baselines for Image Annotation

  title={Baselines for Image Annotation},
  author={Ameesh Makadia and Vladimir Pavlovic and Sanjiv Kumar},
  journal={International Journal of Computer Vision},
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
Highly Influential
This paper has highly influenced 38 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
Highly Cited
This paper has 187 citations. REVIEW CITATIONS


Publications citing this paper.
Showing 1-10 of 115 extracted citations

187 Citations

Citations per Year
Semantic Scholar estimates that this publication has 187 citations based on the available data.

See our FAQ for additional information.


Publications referenced by this paper.
Showing 1-10 of 29 references

Similar Papers

Loading similar papers…