Article

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

Authors:

Klaus SchoeffmannAuthors Info & Claims

MultiMedia Modeling: 26th International Conference, MMM 2020, Daejeon, South Korea, January 5–8, 2020, Proceedings, Part II

Pages 753 - 759

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

Published: 05 January 2020 Publication History

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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Cited By

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Leibetseder ASchoeffmann K(2022)diveXplore 6.0: ITEC’s Interactive Video Exploration System at VBS 2022MultiMedia Modeling10.1007/978-3-030-98355-0_56(569-574)Online publication date: 6-Jun-2022
https://dl.acm.org/doi/10.1007/978-3-030-98355-0_56
Leibetseder ASchoeffmann KGurrin CSchoeffmann KJónsson BDang-Nguyen DLokoč JTran MHürst WRossetto LHealy G(2021)lifeXplore at the Lifelog Search Challenge 2021Proceedings of the 4th Annual on Lifelog Search Challenge10.1145/3463948.3469060(23-28)Online publication date: 21-Aug-2021
https://dl.acm.org/doi/10.1145/3463948.3469060
Schoeffmann KLokoč JBailer WChua TWang JTian QGurrin CJia JZhang HSun Q(2021)10 years of video browser showdownProceedings of the 2nd ACM International Conference on Multimedia in Asia10.1145/3444685.3450215(1-3)Online publication date: 7-Mar-2021
https://dl.acm.org/doi/10.1145/3444685.3450215
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Index Terms

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

Index terms have been assigned to the content through auto-classification.

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Published In

MultiMedia Modeling: 26th International Conference, MMM 2020, Daejeon, South Korea, January 5–8, 2020, Proceedings, Part II

Jan 2020

837 pages

ISBN:978-3-030-37733-5

DOI:10.1007/978-3-030-37734-2

Editors:
Yong Man Ro
Korea Advanced Institute of Science and Technology, Daejeon, Korea (Republic of)
,
Wen-Huang Cheng
National Chiao Tung University, Hsinchu, Taiwan
,
Junmo Kim
Korea Advanced Institute of Science and Technology, Daejeon, Korea (Republic of)
,
Wei-Ta Chu
National Cheng Kung University, Tainan City, Taiwan
,
Peng Cui
Tsinghua University, Beijing, China
,
Jung-Woo Choi
Korea Advanced Institute of Science and Technology, Daejeon, Korea (Republic of)
,
Min-Chun Hu
National Tsing Hua University, Hsinchu, Taiwan
,
Wesley De Neve
Ghent University, Ghent, Belgium

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Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 05 January 2020

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Leibetseder ASchoeffmann K(2022)diveXplore 6.0: ITEC’s Interactive Video Exploration System at VBS 2022MultiMedia Modeling10.1007/978-3-030-98355-0_56(569-574)Online publication date: 6-Jun-2022
https://dl.acm.org/doi/10.1007/978-3-030-98355-0_56
Leibetseder ASchoeffmann KGurrin CSchoeffmann KJónsson BDang-Nguyen DLokoč JTran MHürst WRossetto LHealy G(2021)lifeXplore at the Lifelog Search Challenge 2021Proceedings of the 4th Annual on Lifelog Search Challenge10.1145/3463948.3469060(23-28)Online publication date: 21-Aug-2021
https://dl.acm.org/doi/10.1145/3463948.3469060
Schoeffmann KLokoč JBailer WChua TWang JTian QGurrin CJia JZhang HSun Q(2021)10 years of video browser showdownProceedings of the 2nd ACM International Conference on Multimedia in Asia10.1145/3444685.3450215(1-3)Online publication date: 7-Mar-2021
https://dl.acm.org/doi/10.1145/3444685.3450215
Lokoč JSouček T(2021)How Many Neighbours for Known-Item Search?Similarity Search and Applications10.1007/978-3-030-89657-7_5(54-65)Online publication date: 29-Sep-2021
https://dl.acm.org/doi/10.1007/978-3-030-89657-7_5
Ressmann ASchoeffmann K(2021)IVOS - The ITEC Interactive Video Object Search System at VBS2021MultiMedia Modeling10.1007/978-3-030-67835-7_48(479-483)Online publication date: 22-Jun-2021
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Veselý PMejzlík FLokoč J(2021)SOMHunter V2 at Video Browser Showdown 2021MultiMedia Modeling10.1007/978-3-030-67835-7_45(461-466)Online publication date: 22-Jun-2021
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Leibetseder ASchoeffmann K(2021)Less is More - diveXplore 5.0 at VBS 2021MultiMedia Modeling10.1007/978-3-030-67835-7_44(455-460)Online publication date: 22-Jun-2021
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Karisch CLeibetseder ASchoeffmann K(2021)NoShot Video Browser at VBS2021MultiMedia Modeling10.1007/978-3-030-67835-7_36(405-409)Online publication date: 22-Jun-2021
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Rossetto LBailer WBernstein A(2021)Considering Human Perception and Memory in Interactive Multimedia Retrieval EvaluationsMultiMedia Modeling10.1007/978-3-030-67832-6_49(605-616)Online publication date: 22-Jun-2021
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Leibetseder ASchoeffmann KGurrin CSchoeffmann KÞór Jónsson BDang-Nguyen DLokoč JTran MHürst W(2020)lifeXplore at the Lifelog Search Challenge 2020Proceedings of the Third Annual Workshop on Lifelog Search Challenge10.1145/3379172.3391721(37-42)Online publication date: 9-Jun-2020
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Abstract

References

Cited By

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diveXplore 6.0: ITEC’s Interactive Video Exploration System at VBS 2022

Performance analysis of using wavelet transform in content based video retrieval system

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