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diveXplore 4.0: The ITEC Deep Interactive Video Exploration System at VBS2020

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Book cover MultiMedia Modeling (MMM 2020)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 11962))

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Abstract

Having participated in the three most recent iterations of the annual Video Browser Showdown (VBS2017–VBS2019) as well as in both newly established Lifelog Search Challenges (LSC2018–LSC2019), the actively developed Deep Interactive Video Exploration (diveXplore) system combines a variety of content-based video analysis and processing strategies for interactively exploring large video archives. The system provides a user with browseable self-organizing feature maps, color filtering, semantic concept search utilizing deep neural networks as well as hand-drawn sketch search. The most recent version improves upon its predecessors by unifying deep concepts for facilitating and speeding up search, while significantly refactoring the user interface for increasing the overall system performance.

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Acknowledgements

This work was funded by the FWF Austrian Science Fund under grant P 32010-N38.

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Authors and Affiliations

  1. Klagenfurt University, Institute of Information Technology (ITEC), Klagenfurt, Austria

    Andreas Leibetseder, Bernd Münzer, Jürgen Primus, Sabrina Kletz & Klaus Schoeffmann

Authors
  1. Andreas Leibetseder
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  2. Bernd Münzer
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  3. Jürgen Primus
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  4. Sabrina Kletz
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  5. Klaus Schoeffmann
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Corresponding author

Correspondence to Andreas Leibetseder .

Editor information

Editors and Affiliations

  1. Korea Advanced Institute of Science and Technology, Daejeon, Korea (Republic of)

    Yong Man Ro

  2. National Chiao Tung University, Hsinchu, Taiwan

    Wen-Huang Cheng

  3. Korea Advanced Institute of Science and Technology, Daejeon, Korea (Republic of)

    Junmo Kim

  4. National Cheng Kung University, Tainan City, Taiwan

    Wei-Ta Chu

  5. Tsinghua University, Beijing, China

    Peng Cui

  6. Korea Advanced Institute of Science and Technology, Daejeon, Korea (Republic of)

    Jung-Woo Choi

  7. National Tsing Hua University, Hsinchu, Taiwan

    Min-Chun Hu

  8. Ghent University, Ghent, Belgium

    Wesley De Neve

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Leibetseder, A., Münzer, B., Primus, J., Kletz, S., Schoeffmann, K. (2020). diveXplore 4.0: The ITEC Deep Interactive Video Exploration System at VBS2020. In: Ro, Y., et al. MultiMedia Modeling. MMM 2020. Lecture Notes in Computer Science(), vol 11962. Springer, Cham. https://doi.org/10.1007/978-3-030-37734-2_65

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  • DOI: https://doi.org/10.1007/978-3-030-37734-2_65

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-37733-5

  • Online ISBN: 978-3-030-37734-2

  • eBook Packages: Computer ScienceComputer Science (R0)

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