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ViRMA: Virtual Reality Multimedia Analytics at LSC 2021

Published: 21 August 2021 Publication History

Abstract

In this paper we describe the first iteration of the ViRMA prototype system, a novel approach to multimedia analysis in virtual reality and inspired by the M3 data model. We intend to evaluate our approach via the Lifelog Search Challenge (LSC) to serve as a benchmark against other multimedia analytics systems.

References

[1]
Aaron Duane, Björn Þór Jónsson, and Cathal Gurrin. 2020. VRLE: Lifelog Interaction Prototype in Virtual Reality: Lifelog Search Challenge at ACM ICMR 2020. In Proceedings of the Third Annual Workshop on Lifelog Search Challenge (Dublin, Ireland) (LSC '20). Association for Computing Machinery, New York, NY, USA, 7--12. https://doi.org/10.1145/3379172.3391716
[2]
Snorri Gíslason, Björn Þór 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
[3]
Cathal Gurrin, Björn Þór Jónsson, Klaus Schöffmann, Duc-Tien Dang-Nguyen, Jakub Lokoč, 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.
[4]
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.
[5]
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
[6]
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
[7]
Saining Xie, Ross Girshick, Piotr Dollar, Zhuowen Tu, and Kaiming He. 2017. Aggregated Residual Transformations for Deep Neural Networks. In Proc. CVPR.
[8]
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)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)Spatiotemporal Lifelog Analytics in Virtual Reality with vitrivr-VRProceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge10.1145/3643489.3661113(7-11)Online publication date: 10-Jun-2024
  • (2023)lifeXplore at the Lifelog Search Challenge 2023Proceedings of the 6th Annual ACM Lifelog Search Challenge10.1145/3592573.3593105(53-58)Online publication date: 12-Jun-2023
  • Show More Cited By

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Published In

cover image ACM Conferences
LSC '21: Proceedings of the 4th Annual on Lifelog Search Challenge
August 2021
102 pages
ISBN:9781450385336
DOI:10.1145/3463948
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: 21 August 2021

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Author Tags

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

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  • Research-article

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  • Marie Curie Individual Fellowship (MCSA-IF)

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ICMR '21
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Cited By

View all
  • (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)Spatiotemporal Lifelog Analytics in Virtual Reality with vitrivr-VRProceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge10.1145/3643489.3661113(7-11)Online publication date: 10-Jun-2024
  • (2023)lifeXplore at the Lifelog Search Challenge 2023Proceedings of the 6th Annual ACM Lifelog Search Challenge10.1145/3592573.3593105(53-58)Online publication date: 12-Jun-2023
  • (2023)Voxento 4.0: A More Flexible Visualisation and Control for LifelogsProceedings of the 6th Annual ACM Lifelog Search Challenge10.1145/3592573.3593097(7-12)Online publication date: 12-Jun-2023
  • (2023)Comparing Interactive Retrieval Approaches at the Lifelog Search Challenge 2021IEEE Access10.1109/ACCESS.2023.324828411(30982-30995)Online publication date: 2023
  • (2023)First-flexible interactive retrieval system for visual lifelog explorationMultimedia Tools and Applications10.1007/s11042-023-16287-982:24(37877-37902)Online publication date: 21-Sep-2023
  • (2022)E-Myscéal: Embedding-based Interactive Lifelog Retrieval System for LSC'22Proceedings of the 5th Annual on Lifelog Search Challenge10.1145/3512729.3533012(32-37)Online publication date: 27-Jun-2022
  • (2022)Voxento 3.0: A Prototype Voice-Controlled Interactive Search Engine for LifelogProceedings of the 5th Annual on Lifelog Search Challenge10.1145/3512729.3533009(43-47)Online publication date: 27-Jun-2022

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