Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers

Omar Shahbaz Khan; Björn Thór Jónsson; Mathias Dybkjær Larsen; Liam Alex Sonto Poulsen; Dennis C. Koelma; Stevan Rudinac; Marcel Worring; Jan Zahálka

doi:10.1007%2F978-3-030-67835-7_37

Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers

Omar Shahbaz Khan
, Björn Thór Jónsson
, Mathias Dybkjær Larsen
, Liam Alex Sonto Poulsen
, Dennis C. Koelma
, Stevan Rudinac
, Marcel Worring
, Jan Zahálka

Data-intensive Systems and Applications

University of Amsterdam
Czech Technical University in Prague

Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

Abstract

Exquisitor is a scalable media exploration system based on interactive learning, which first took part in VBS in 2020. This paper presents an extension to Exquisitor, which supports operations on semantic classifiers to solve VBS tasks with temporal constraints. We outline the approach and present preliminary results, which indicate the potential of the approach.

Original language	English
Title of host publication	Proceedings of the International Conference on MultiMedia Modeling (MMM)
Number of pages	7
Place of Publication	Prague, Czech Republic
Publisher	Springer
Publication date	Aug 2021
Pages	410-416
ISBN (Electronic)	978-3-030-67835-7
DOIs	https://doi.org/10.1007%2F978-3-030-67835-7_37 https://doi.org/https://link.springer.com/chapter/10.1007%2F978-3-030-67835-7_37
Publication status	Published - Aug 2021
Event	International Conference on Multimedia Modeling - Nara, Japan Duration: 9 Jan 2021 → … Conference number: 31

Conference

Conference	International Conference on Multimedia Modeling
Number	31
Country/Territory	Japan
City	Nara
Period	09/01/2021 → …

Series	Lecture Notes in Computer Science
Volume	12573
ISSN	0302-9743

Keywords

Interactive learning
Video browsing
Temporal relations

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Exquisitor__VBS_2021Submitted manuscript, 3.41 MB

Cite this

Khan, O. S., Jónsson, B. T., Larsen, M. D., Poulsen, L. A. S., Koelma, D. C., Rudinac, S., Worring, M., & Zahálka, J. (2021). Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers. In Proceedings of the International Conference on MultiMedia Modeling (MMM) (pp. 410-416). Springer. https://doi.org/10.1007%2F978-3-030-67835-7_37, https://doi.org/https://link.springer.com/chapter/10.1007%2F978-3-030-67835-7_37

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title = "Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers",

abstract = "Exquisitor is a scalable media exploration system based on interactive learning, which first took part in VBS in 2020. This paper presents an extension to Exquisitor, which supports operations on semantic classifiers to solve VBS tasks with temporal constraints. We outline the approach and present preliminary results, which indicate the potential of the approach.",

keywords = "Interactive learning, Video browsing, Temporal relations, Interactive learning, Video browsing, Temporal relations",

author = "Khan, \{Omar Shahbaz\} and J{\'o}nsson, \{Bj{\"o}rn Th{\'o}r\} and Larsen, \{Mathias Dybkj{\ae}r\} and Poulsen, \{Liam Alex Sonto\} and Koelma, \{Dennis C.\} and Stevan Rudinac and Marcel Worring and Jan Zah{\'a}lka",

year = "2021",

month = aug,

doi = "10.1007\%2F978-3-030-67835-7\_37",

language = "English",

series = "Lecture Notes in Computer Science",

publisher = "Springer",

pages = "410--416",

booktitle = "Proceedings of the International Conference on MultiMedia Modeling (MMM)",

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Khan, OS , Jónsson, BT, Larsen, MD, Poulsen, LAS, Koelma, DC, Rudinac, S, Worring, M & Zahálka, J 2021, Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers. in Proceedings of the International Conference on MultiMedia Modeling (MMM). Springer, Prague, Czech Republic, Lecture Notes in Computer Science, vol. 12573, pp. 410-416, International Conference on Multimedia Modeling, Nara, Japan, 09/01/2021. https://doi.org/10.1007%2F978-3-030-67835-7_37, https://doi.org/https://link.springer.com/chapter/10.1007%2F978-3-030-67835-7_37

Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers. / Khan, Omar Shahbaz ; Jónsson, Björn Thór; Larsen, Mathias Dybkjær et al.
Proceedings of the International Conference on MultiMedia Modeling (MMM). Prague, Czech Republic: Springer, 2021. p. 410-416 (Lecture Notes in Computer Science, Vol. 12573).

Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

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T1 - Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers

AU - Khan, Omar Shahbaz

AU - Jónsson, Björn Thór

AU - Larsen, Mathias Dybkjær

AU - Poulsen, Liam Alex Sonto

AU - Koelma, Dennis C.

AU - Rudinac, Stevan

AU - Worring, Marcel

AU - Zahálka, Jan

N1 - Conference code: 31

PY - 2021/8

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AB - Exquisitor is a scalable media exploration system based on interactive learning, which first took part in VBS in 2020. This paper presents an extension to Exquisitor, which supports operations on semantic classifiers to solve VBS tasks with temporal constraints. We outline the approach and present preliminary results, which indicate the potential of the approach.

KW - Interactive learning

KW - Video browsing

KW - Temporal relations

KW - Interactive learning

KW - Video browsing

KW - Temporal relations

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DO - 10.1007%2F978-3-030-67835-7_37

M3 - Article in proceedings

T3 - Lecture Notes in Computer Science

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EP - 416

BT - Proceedings of the International Conference on MultiMedia Modeling (MMM)

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T2 - International Conference on Multimedia Modeling

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ER -

Khan OS , Jónsson BT, Larsen MD, Poulsen LAS, Koelma DC, Rudinac S et al. Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers. In Proceedings of the International Conference on MultiMedia Modeling (MMM). Prague, Czech Republic: Springer. 2021. p. 410-416. (Lecture Notes in Computer Science, Vol. 12573). doi: 10.1007%2F978-3-030-67835-7_37, https://link.springer.com/chapter/10.1007%2F978-3-030-67835-7_37

Exquisitor at the Video Browser Showdown 2021: Relationships Between Semantic Classifiers

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