SR-clustering: Semantic regularized clustering for egocentric photo streams segmentation

@article{Dimiccoli2017SRclusteringSR,
  title={SR-clustering: Semantic regularized clustering for egocentric photo streams segmentation},
  author={Mariella Dimiccoli and Marc Bola{\~n}os and Estefan{\'i}a Talavera and Maedeh Aghaei and Stavri G. Nikolov and Petia Radeva},
  journal={ArXiv},
  year={2017},
  volume={abs/1512.07143}
}
  • Mariella Dimiccoli, Marc Bolaños, +3 authors Petia Radeva
  • Published 2017
  • Computer Science
  • ArXiv
  • While wearable cameras are becoming increasingly popular, locating relevant information in large unstructured collections of egocentric images is still a tedious and time consuming process. This paper addresses the problem of organizing egocentric photo streams acquired by a wearable camera into semantically meaningful segments, hence making an important step towards the goal of automatically annotating these photos for browsing and retrieval. In the proposed method, first, contextual and… CONTINUE READING

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    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 38 REFERENCES

    Compact CNN for indexing egocentric videos

    VIEW 1 EXCERPT

    Temporal Segmentation of Egocentric Videos

    VIEW 7 EXCERPTS
    HIGHLY INFLUENTIAL

    Predicting Important Objects for Egocentric Video Summarization

    VIEW 6 EXCERPTS
    HIGHLY INFLUENTIAL

    With whom do I interact? Detecting social interactions in egocentric photo-streams

    VIEW 1 EXCERPT

    Towards social interaction detection in egocentric photo-streams

    VIEW 1 EXCERPT

    Visual summary of egocentric photostreams by representative keyframes

    VIEW 1 EXCERPT

    Automatically Segmenting LifeLog Data into Events

    VIEW 3 EXCERPTS