Corpus ID: 2414468

DeepDiary: Automatic Caption Generation for Lifelogging Image Streams

@article{Fan2016DeepDiaryAC,
  title={DeepDiary: Automatic Caption Generation for Lifelogging Image Streams},
  author={Chenyou Fan and David J. Crandall},
  journal={ArXiv},
  year={2016},
  volume={abs/1608.03819}
}

• Chenyou Fan, David J. Crandall
• Published 2016
• Computer Science
• ArXiv

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… Expand

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