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ViRMA: Virtual Reality Multimedia Analytics

Published: 27 June 2022 Publication History

Abstract

In this paper we describe the latest iteration of the Virtual Reality Multimedia Analytics (ViRMA) system, a novel approach to multimedia analysis in virtual reality which is supported by the Multi-dimensional Multimedia Model.

Supplementary Material

MP4 File (ICMR22_310.mp4)
This is a six minute demo of the ViRMA prototype for the demo session at ACM ICMR 2022.

References

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Edgar F Codd. 1993. Providing OLAP (on-line analytical processing) to user-analysts: An IT mandate. http://www.arborsoft.com/papers/coddTOC.html (1993).
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Snorri Gislason, Björn Pór Jónsson, and Laurent Amsaleg. 2019. Integration of Exploration and Search: A Case Study of the M 3 Model. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11295 LNCS. 156--168. https://doi.org/10.1007/978--3-030-05710--7_13
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Cathal Gurrin, Björn Pór Jónsson, Klaus Schöffmann, Duc-Tien Dang-Nguyen, Jakub Lokoc, Minh-Triet Tran, Wolfgang Hürst, Luca Rossetto, and Graham Healy. 2021. Introduction to the Fourth Annual Lifelog Search Challenge, LSC'21. In Proc. International Conference on Multimedia Retrieval (ICMR'21). ACM, Taipei, Taiwan.
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Pascal Mettes, Dennis C Koelma, and Cees GM Snoek. 2016. The ImageNet shuffle: Reorganized pre-training for video event detection. In Proc. ACM ICMR. 175--182.
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Daniel Seebacher, Johannes Häußler, Manuel Stein, Halldor Janetzko, Tobias Schreck, and Daniel A. Keim. 2017. Visual analytics and similarity search: concepts and challenges for effective retrieval considering users, tasks, and data. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 10609 LNCS (2017), 324--332. https://doi.org/10.1007/978--3--319--68474--1_23
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Mel Slater and Sylvia Wilbur. 1997. A framework for immersive virtual environments (FIVE): Speculations on the role of presence in virtual environments. Presence: Teleoperators and Virtual Environments 6, 6 (12 1997), 603--616. https://doi.org/10.1162/pres.1997.6.6.603
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Saining Xie, Ross Girshick, Piotr Dollar, Zhuowen Tu, and Kaiming He. 2017. Aggregated Residual Transformations for Deep Neural Networks. In Proc. CVPR.
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Jan Zahalka and Marcel Worring. 2014. Towards interactive, intelligent, and integrated multimedia analytics. In 2014 IEEE Conference on Visual Analytics Science and Technology, VAST 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 3--12. https://doi.org/10.1109/VAST.2014.7042476

Cited By

View all
  • (2024)Multimedia Information Retrieval in XRProceedings of the 32nd ACM International Conference on Multimedia10.1145/3664647.3689176(11285-11286)Online publication date: 28-Oct-2024
  • (2024)CollaXRSearch: A Collaborative Virtual Reality System for Lifelog RetrievalProceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge10.1145/3643489.3661125(76-81)Online publication date: 10-Jun-2024
  • (2024)Multimedia Retrieval in Mixed Reality: Leveraging Live Queries for Immersive Experiences2024 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR)10.1109/AIxVR59861.2024.00048(289-293)Online publication date: 17-Jan-2024
  • Show More Cited By

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Information & Contributors

Information

Published In

cover image ACM Conferences
ICMR '22: Proceedings of the 2022 International Conference on Multimedia Retrieval
June 2022
714 pages
ISBN:9781450392389
DOI:10.1145/3512527
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]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 27 June 2022

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Author Tags

  1. human-computer interaction
  2. lifelog
  3. multimedia analytics
  4. virtual reality

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Overall Acceptance Rate 254 of 830 submissions, 31%

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Cited By

View all
  • (2024)Multimedia Information Retrieval in XRProceedings of the 32nd ACM International Conference on Multimedia10.1145/3664647.3689176(11285-11286)Online publication date: 28-Oct-2024
  • (2024)CollaXRSearch: A Collaborative Virtual Reality System for Lifelog RetrievalProceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge10.1145/3643489.3661125(76-81)Online publication date: 10-Jun-2024
  • (2024)Multimedia Retrieval in Mixed Reality: Leveraging Live Queries for Immersive Experiences2024 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR)10.1109/AIxVR59861.2024.00048(289-293)Online publication date: 17-Jan-2024
  • (2023)The Best of Both Worlds: Lifelog Retrieval with a Desktop-Virtual Reality Hybrid SystemProceedings of the 6th Annual ACM Lifelog Search Challenge10.1145/3592573.3593107(65-68)Online publication date: 12-Jun-2023

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