skip to main content
10.1145/2671188.2749343acmconferencesArticle/Chapter ViewAbstractPublication PagesicmrConference Proceedingsconference-collections
short-paper

Personalized Egocentric Video Summarization for Cultural Experience

Published:22 June 2015Publication History

ABSTRACT

Recent egocentric video summarization approaches have dealt with motion analysis and social interaction without considering that user can be interested in preserving only part of the video related to his interests. In this paper we propose a new method for personalized video summarization of cultural experiences with the goal of extracting from the streams only the scenes corresponding to a user's specific topics request, chosen among the shots in which it's possible to deduce that the visitor was focusing on a point of interest. Preliminary experiments show that our approach is promising and allows visitor to better customize the summary of his experience.

References

  1. S. Antani, R. Kasturi, and R. Jain. A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video. Pattern Recognition, 35(4):945--965, 2002.Google ScholarGoogle ScholarCross RefCross Ref
  2. F. Crété-Roffet, T. Dolmiere, P. Ladret, M. Nicolas, et al. The blur effect: Perception and estimation with a new no-reference perceptual blur metric. In Proc. of SPIE, 2007.Google ScholarGoogle Scholar
  3. J. M. Henderson. Regarding scenes. Current Directions in Psychological Science, 16(4):219--222, 2007.Google ScholarGoogle ScholarCross RefCross Ref
  4. Y. J. Lee, J. Ghosh, and K. Grauman. Discovering important people and objects for egocentric video summarization. In Proc. of CVPR, 2012. Google ScholarGoogle ScholarDigital LibraryDigital Library
  5. Z. Lu and K. Grauman. Story-driven summarization for egocentric video. In Proc. of CVPR, 2013. Google ScholarGoogle ScholarDigital LibraryDigital Library
  6. D. Potapov, M. Douze, Z. Harchaoui, and C. Schmid. Category-specific video summarization. In Proc. of ECCV, 2014.Google ScholarGoogle ScholarCross RefCross Ref
  7. S. Yeung, A. Fathi, and L. Fei-Fei. Videoset: Video summary evaluation through text. CoRR, abs/1406.5824, 2014.Google ScholarGoogle Scholar

Index Terms

  1. Personalized Egocentric Video Summarization for Cultural Experience

    Recommendations

    Comments

    Login options

    Check if you have access through your login credentials or your institution to get full access on this article.

    Sign in
    • Published in

      cover image ACM Conferences
      ICMR '15: Proceedings of the 5th ACM on International Conference on Multimedia Retrieval
      June 2015
      700 pages
      ISBN:9781450332743
      DOI:10.1145/2671188

      Copyright © 2015 ACM

      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

      Publisher

      Association for Computing Machinery

      New York, NY, United States

      Publication History

      • Published: 22 June 2015

      Permissions

      Request permissions about this article.

      Request Permissions

      Check for updates

      Qualifiers

      • short-paper

      Acceptance Rates

      ICMR '15 Paper Acceptance Rate48of127submissions,38%Overall Acceptance Rate254of830submissions,31%

      Upcoming Conference

      ICMR '24
      International Conference on Multimedia Retrieval
      June 10 - 14, 2024
      Phuket , Thailand

    PDF Format

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader