Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Read chapter Read first chapter

2021 | OriginalPaper | Chapter

VERGE in VBS 2021

Authors : Stelios Andreadis, Anastasia Moumtzidou, Konstantinos Gkountakos, Nick Pantelidis, Konstantinos Apostolidis, Damianos Galanopoulos, Ilias Gialampoukidis, Stefanos Vrochidis, Vasileios Mezaris, Ioannis Kompatsiaris

Published in: MultiMedia Modeling

Publisher: Springer International Publishing

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This paper presents VERGE, an interactive video search engine that supports efficient browsing and searching into a collection of images or videos. The framework involves a variety of retrieval approaches as well as reranking and fusion capabilities. A Web application enables users to create queries and view the results in a fast and friendly manner.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter SQL-Like Interpretable Interactive Video Search
next chapter NoShot Video Browser at VBS2021
Literature
1.
Dong, J., Li, X., Xu, C., Ji, S., He, Y., et al.: Dual encoding for zero-example video retrieval. In: Proceedings of IEEE Conference on CVPR 2019, pp. 9346–9355 (2019)
2.
Faghri, F., Fleet, D.J., et al.: VSE++: improving visual-semantic embeddings with hard negatives. In: Proceedings of the British Machine Vision Conference (BMVC) (2018)
3.
Galanopoulos, D., Mezaris, V.: Attention mechanisms, signal encodings and fusion strategies for improved ad-hoc video search with dual encoding networks. In: Proceedings of the ACM International Conference on Multimedia Retrieval, (ICMR 2020). ACM (2020)
4.
Gkountakos, K., Dimou, A., Papadopoulos, G.T., Daras, P.: Incorporating textual similarity in video captioning schemes. In: 2019 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), pp. 1–6. IEEE (2019)
5.
Ye, G., Li, Y., Xu, H., et al.: EventNet: a large scale structured concept library for complex event detection in video. In: Proceedings of the ACM MM (2015)
6.
Hara, K., et al.: Can spatiotemporal 3D CNNs retrace the history of 2D CNNs and imagenet? In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (2018)
7.
Jegou, H., et al.: Product quantization for nearest neighbor search. IEEE Trans. Pattern Anal. Mach. Intell. 33(1), 117–128 (2010)CrossRef
8.
9.
10.
11.
Li, Y., Song, Y., Cao, L., Tetreault, J., et al.: TGIF: a new dataset and benchmark on animated GIF description. In: Proceedings of IEEE CVPR 2016 (2016)
12.
Markatopoulou, F., Moumtzidou, A., Galanopoulos, D., et al.: ITI-CERTH participation in TRECVID 2017. In: Proceedings of the TRECVID 2017 Workshop, USA (2017)
13.
Pittaras, N., Markatopoulou, F., Mezaris, V., Patras, I.: Comparison of fine-tuning and extension strategies for deep convolutional neural networks. In: Amsaleg, L., Guðmundsson, G.Þ., Gurrin, C., Jónsson, B.Þ., Satoh, S. (eds.) MMM 2017. LNCS, vol. 10132, pp. 102–114. Springer, Cham (2017). https://​doi.​org/​10.​1007/​978-3-319-51811-4_​9CrossRef
14.
Schoeffmann, K.: Video browser showdown 2012–2019: a review. In: 2019 International Conference on Content-Based Multimedia Indexing (CBMI), pp. 1–4. IEEE (2019)
15.
16.
Tan, M., Pang, R., Le, Q.V.: EfficientDet: scalable and efficient object detection. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (2020)
17.
Tan, W.R., Chan, C.S., Aguirre, H.E., Tanaka, K.: Ceci n’est pas une pipe: a deep convolutional network for fine-art paintings classification. In: 2016 IEEE ICIP, pp. 3703–3707. IEEE (2016)
18.
Venugopalan, S., Rohrbach, M., Donahue, J., et al.: Sequence to sequence-video to text. In: Proceedings of the IEEE ICCV, pp. 4534–4542 (2015)
19.
Xu, J., Mei, T., Yao, T., Rui, Y.: MSR-VTT: a large video description dataset for bridging video and language. In: The IEEE Conference on CVPR, June 2016
20.
Zhou, B., Lapedriza, A., et al.: Places: a 10 million image database for scene recognition. IEEE Trans. PAMI 40(6), 1452–1464 (2017)CrossRef
Metadata
Title
VERGE in VBS 2021
Authors
Stelios Andreadis
Anastasia Moumtzidou
Konstantinos Gkountakos
Nick Pantelidis
Konstantinos Apostolidis
Damianos Galanopoulos
Ilias Gialampoukidis
Stefanos Vrochidis
Vasileios Mezaris
Ioannis Kompatsiaris
Copyright Year
2021
Book
MultiMedia Modeling

Print ISBN: 978-3-030-67834-0

Electronic ISBN: 978-3-030-67835-7

Copyright Year: 2021

DOI
https://doi.org/10.1007/978-3-030-67835-7_35

Premium Partner

    Image Credits