Publikation: Interactive video retrieval in the age ...
Stammdaten
Titel: | Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS |
Untertitel: | |
Kurzfassung: | This paper presents findings of the eleventh Video Browser Showdown competition, where sixteen teams competed in known-item and ad-hoc search tasks. Many of the teams utilized state-of-the-art video retrieval approaches that demonstrated high effectiveness in challenging search scenarios. In this paper, a broad survey of all utilized approaches is presented in connection with an analysis of the performance of participating teams. Specifically, both high-level performance indicators are presented with overall statistics as well as in-depth analysis of the performance of selected tools implementing result set logging. The analysis reveals evidence that the CLIP model represents a versatile tool for cross-modal video retrieval when combined with interactive search capabilities. Furthermore, the analysis investigates the effect of different users and text query properties on the performance in search tasks. Last but not least, lessons learned from search task preparation are presented, and a new direction for ad-hoc search based tasks at Video Browser Showdown is introduced. |
Schlagworte: | Interactive video retrieval, Video browsing, Video content analysis, Content-based retrieval, Evaluations |
Publikationstyp: | Beitrag in Zeitschrift (Autorenschaft) |
Erscheinungsdatum: | 24.08.2023 (Online) |
Erschienen in: |
Multimedia Systems
Multimedia Systems
(
Springer Verlag GmbH;
)
zur Publikation |
Titel der Serie: | - |
Bandnummer: | 29 |
Heftnummer: | 6 |
Erstveröffentlichung: | Ja |
Version: | - |
Seite: | S. 3481 - 3504 |
Versionen
Keine Version vorhanden |
Erscheinungsdatum: | 24.08.2023 |
ISBN (e-book): | - |
eISSN: | 1432-1882 |
DOI: | http://dx.doi.org/10.1007/s00530-023-01143-5 |
Homepage: | https://link.springer.com/article/10.1007/s00530-023-01143-5 |
Open Access |
|
Erscheinungsdatum: | 12.2023 |
ISBN: | - |
ISSN: | 0942-4962 |
Homepage: | https://link.springer.com/article/10.1007/s00530-023-01143-5 |
AutorInnen
Jakub Lokoc
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Stelios Andreadis (extern) | ||||
Werner Bailer
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Aaron Duane (extern) | ||||
Cathal Gurrin
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Zhixin Ma (extern) | ||||
Nicola Messina (extern) | ||||
Thao-Nhu Nguyen (extern) | ||||
Ladislav Peška (extern) | ||||
Luca Rossetto
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Loris Sauter (extern) | ||||
Konstantin Schall (extern) | ||||
Klaus Schöffmann (intern) | ||||
Omar Shahbaz Khan (extern) | ||||
Florian Spiess (extern) | ||||
Lucia Vadicamo (extern) | ||||
Stefanos Vrochidis
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Zuordnung
Organisation | Adresse | ||||
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Fakultät für Technische Wissenschaften
Institut für Informationstechnologie
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AT - 9020 Klagenfurt am Wörthersee |
Kategorisierung
Sachgebiete | |
Forschungscluster | Kein Forschungscluster ausgewählt |
Zitationsindex |
Informationen zum Zitationsindex: Master Journal List
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Peer Reviewed |
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Publikationsfokus |
Klassifikationsraster der zugeordneten Organisationseinheiten:
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Arbeitsgruppen |
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Kooperationen
Organisation | Adresse | ||||
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Charles University
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CZ - 116 36 Prague 1 |
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Centre for Research and Technology Hellas - CERTH
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GR - 57001 Thermi, Thessaloniki |
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Joanneum Research
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AT - 8010 Graz |
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IT University of Copenhagen
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DK - 2300 Copenhagen S |
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Dublin City University
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IE Dublin 9 |
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Singapore Management University
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SG
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National Research Council, Institute of Information Science and Technologies
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IT - 56127 Pisa |
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Universität Zürich
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CH - 8006 Zürich |
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University of Basel
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CH - 4001 Basel |
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Hochschule für Technik und Wirtschaft Berlin
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DE - 10318 Berlin |
Forschungsaktivitäten
(Achtung: Externe Aktivitäten werden im Suchergebnis nicht mitangezeigt)
Projekte: | Keine verknüpften Projekte vorhanden |
Publikationen: | Keine verknüpften Publikationen vorhanden |
Veranstaltungen: | Keine verknüpften Veranstaltung vorhanden |
Vorträge: | Keine verknüpften Vorträge vorhanden |