In-depth Exploration of Geotagging Performance using Sampling Strategies on YFCC100M

@inproceedings{KordopatisZilos2016IndepthEO,
  title={In-depth Exploration of Geotagging Performance using Sampling Strategies on YFCC100M},
  author={Giorgos Kordopatis-Zilos and Symeon Papadopoulos and Yiannis Kompatsiaris},
  booktitle={MMCommons @ ACM Multimedia},
  year={2016}
}
Evaluating multimedia analysis and retrieval systems is a highly challenging task, of which the outcomes can be highly volatile depending on the selected test collection. In this paper, we focus on the problem of multimedia geotagging, i.e. estimating the geographical location of a media item based on its content and metadata, in order to showcase that very different evaluation outcomes may be obtained depending on the test collection at hand. To alleviate this problem, we propose an evaluation… CONTINUE READING

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