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abstract

IMuR 2022: Introduction to the 2nd Workshop on Interactive Multimedia Retrieval

Published: 10 October 2022 Publication History

Abstract

The retrieval of multimedia content remains a difficult problem where a high accuracy or specificity can often only be achieved interactively, with a user working closely and iteratively with a retrieval system. While there exist several venues for the exchange of insights in the area of information retrieval in general and multimedia retrieval specifically, there is little discussion on such interactive retrieval approaches. The Workshop on Interactive Multimedia Retrieval offers such a venue. Held for the 2nd time in 2022, it attracted a diverse set of contributions, six of which were accepted for presentation. The following provides a brief overview of the workshop itself as well as the contributions of 2022.

References

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George Awad, Asad A. Butt, Keith Curtis, Jonathan Fiscus, Afzal Godil, Yooyoung Lee, Andrew Delgado, Jesse Zhang, Eliot Godard, Baptiste Chocot, Lukas Diduch, Jeffrey Liu, Yvette Graham, Gareth J. F. Jones, and Georges Quénot. 2021. Evaluating Multiple Video Understanding and Retrieval Tasks at TRECVID 2021. In Proceedings of TRECVID 2021. NIST, USA.
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Kai Uwe Barthel, Nico Hezel, Konstantin Schall, and Klaus Jung. 2022. Combining Semantic and Visual Image Graphs for Efficient Search and Exploration of Large Dynamic Image Collections. In IMuR '22: International Workshop on Interactive Multimedia Retrieval, October 14, 2022, Lisboa, Portugal. ACM.
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Sophie Fischer, Jeffrey Dalton, Carlos Gemmell, and Iain Mackie. 2022. VILT: Video Instructions Linking for Complex Tasks. In IMuR '22: International Workshop on Interactive Multimedia Retrieval, October 14, 2022, Lisboa, Portugal. ACM.
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Cathal Gurrin, Liting Zhou, Graham Healy, Björn Þór Jónsson, Duc-Tien Dang- Nguyen, Jakub Lokoc, Minh-Triet Tran, Wolfgang Hürst, Luca Rossetto, and Klaus Schöffmann. 2022. Introduction to the Fifth Annual Lifelog Search Challenge, LSC'22. In ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27 - 30, 2022, Vincent Oria, Maria Luisa Sapino, Shin'ichi Satoh, Brigitte Kerhervé, Wen-Huang Cheng, Ichiro Ide, and Vivek K. Singh (Eds.). ACM, 685--687. https://doi.org/10.1145/3512527.3531439
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Silvan Heller, Viktor Gsteiger, Werner Bailer, Cathal Gurrin, Björn Þór Jónsson, Jakub Lokoc, Andreas Leibetseder, Frantisek Mejzlík, Ladislav Peska, Luca Rossetto, Konstantin Schall, Klaus Schoeffmann, Heiko Schuldt, Florian Spiess, Ly-Duyen Tran, Lucia Vadicamo, Patrik Veselý, Stefanos Vrochidis, and Jiaxin Wu. 2022. Interactive video retrieval evaluation at a distance: comparing sixteen interactive video search systems in a remote setting at the 10th Video Browser Showdown. Int. J. Multim. Inf. Retr. 11, 1 (2022), 1--18. https://doi.org/10.1007/s13735-021-00225-2
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Omar Shahbaz Khan, Jan Zahálka, and Björn Þór Jónsson. 2022. Influence of Late Fusion of High-Level Features on User Relevance Feedback for Videos. In IMuR '22: International Workshop on Interactive Multimedia Retrieval, October 14, 2022, Lisboa, Portugal. ACM.
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Martha A. Larson, Gareth J. F. Jones, Bogdan Ionescu, Mohammad Soleymani, and Guillaume Gravier. 2015. Recording and Analyzing Benchmarking Results: The Aims of the MediaEval Working Notes Proceedings. In Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, September 14-15, 2015 (CEUR Workshop Proceedings, Vol. 1436), Martha A. Larson, Bogdan Ionescu, Mats Sjöberg, Xavier Anguera, Johann Poignant, Michael Riegler, Maria Eskevich, Claudia Hauff, Richard F. E. Sutcliffe, Gareth J. F. Jones, Yi-Hsuan Yang, Mohammad Soleymani, and Symeon Papadopoulos (Eds.). CEUR-WS.org. http://ceur-ws.org/Vol-1436/Paper90.pdf
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Nikolaj Mertz, Björn Þór Jónsson, and Aaron Duane. 2022. NeoCube: Graph- Based Implementation of the M3 Data Model. In IMuR '22: International Workshop on Interactive Multimedia Retrieval, October 14, 2022, Lisboa, Portugal. ACM.
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Ricardo Ribeiro, Alina Trifan, and António Neves. 2022. Impact of Blind Image Quality Assessment on the Retrieval of Lifelog Images. In IMuR '22: International Workshop on Interactive Multimedia Retrieval, October 14, 2022, Lisboa, Portugal. ACM.
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Loris Sauter, Ralph Gasser, Abraham Bernstein, Heiko Schuldt, and Luca Rossetto. 2022. An Asynchronous Scheme for the Distributed Evaluation of Interactive Multimedia Retrieval. In IMuR '22: International Workshop on Interactive Multimedia Retrieval, October 14, 2022, Lisboa, Portugal. ACM.

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cover image ACM Conferences
MM '22: Proceedings of the 30th ACM International Conference on Multimedia
October 2022
7537 pages
ISBN:9781450392037
DOI:10.1145/3503161
Permission to make digital or hard copies of part or all 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 third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 10 October 2022

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Author Tags

  1. interactive retrieval
  2. multimedia retrieval

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Funding Sources

  • Swiss National Science Foundation
  • Charles University
  • European Union H2020

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MM '22
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Overall Acceptance Rate 995 of 4,171 submissions, 24%

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MM '24
The 32nd ACM International Conference on Multimedia
October 28 - November 1, 2024
Melbourne , VIC , Australia

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