DeepDiary: Automatically Captioning Lifelogging Image Streams

@inproceedings{Fan2016DeepDiaryAC,
  title={DeepDiary: Automatically Captioning Lifelogging Image Streams},
  author={Chenyou Fan and David J. Crandall},
  booktitle={ECCV Workshops},
  year={2016}
}
Lifelogging cameras capture everyday life from a first-person perspective, but generate so much data that it is hard for users to browse and organize their image collections effectively. In this paper, we propose to use automatic image captioning algorithms to generate textual representations of these collections. We develop and explore novel techniques based on deep learning to generate captions for both individual images and image streams, using temporal consistency constraints to create… CONTINUE READING
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