Knowledge-assisted cross-media analysis of audio-visual content in the news domain

Vasileios Mezaris; Spyros Gidaros; Georgios Th. Papadopoulos; Walter Kasper; Roeland J.F. Ordelman; Franciska M.G. de Jong; Ioannis Kompatsiaris

doi:10.1109/CBMI.2008.4564958

Knowledge-assisted cross-media analysis of audio-visual content in the news domain

Vasileios Mezaris
, Spyros Gidaros
, Georgios Th. Papadopoulos
, Walter Kasper
, Roeland J.F. Ordelman
, Franciska M.G. de Jong
, Ioannis Kompatsiaris

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

2 Citations (Scopus)

57 Downloads (Pure)

Abstract

In this paper, a complete architecture for knowledge-assisted cross-media analysis of News-related multimedia content is presented, along with its constituent components. The proposed analysis architecture employs state-of-the-art methods for the analysis of each individual modality (visual, audio, text) separately, and proposes a fusion technique based on the particular characteristics of News-related content for the combination of the individual modality analysis results. Experimental results on news broadcast video illustrate the usefulness of the proposed techniques in the automatic generation of semantic video annotations.

Original language	English
Title of host publication	Proceedings of international workshop on Content-Based Multimedia Indexing, CBMI 2008.
Publisher	IEEE
Pages	280-287
Number of pages	9
ISBN (Print)	978-1-4244-2043-8
DOIs	https://doi.org/10.1109/CBMI.2008.4564958
Publication status	Published - Jun 2008
Event	International Workshop on Content-Based Multimedia Indexing, CBMI 2008 - London, UK, London , United Kingdom Duration: 18 Jun 2008 → 20 Jun 2008

Conference

Conference	International Workshop on Content-Based Multimedia Indexing, CBMI 2008
Abbreviated title	CBMI 2008
Country/Territory	United Kingdom
City	London
Period	18/06/08 → 20/06/08
Other	18-20 June 2008

Keywords

EC Grant Agreement nr.: FP6/027685
IR-64879
METIS-251082
EWI-13063

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10.1109/CBMI.2008.4564958

Cite this

@inproceedings{6c824f8e13a848b982e894e9f8d7f425,

title = "Knowledge-assisted cross-media analysis of audio-visual content in the news domain",

abstract = "In this paper, a complete architecture for knowledge-assisted cross-media analysis of News-related multimedia content is presented, along with its constituent components. The proposed analysis architecture employs state-of-the-art methods for the analysis of each individual modality (visual, audio, text) separately, and proposes a fusion technique based on the particular characteristics of News-related content for the combination of the individual modality analysis results. Experimental results on news broadcast video illustrate the usefulness of the proposed techniques in the automatic generation of semantic video annotations.",

keywords = "EC Grant Agreement nr.: FP6/027685, IR-64879, METIS-251082, EWI-13063",

author = "Vasileios Mezaris and Spyros Gidaros and Papadopoulos, \{Georgios Th.\} and Walter Kasper and Ordelman, \{Roeland J.F.\} and \{de Jong\}, \{Franciska M.G.\} and Ioannis Kompatsiaris",

year = "2008",

month = jun,

doi = "10.1109/CBMI.2008.4564958",

language = "English",

isbn = "978-1-4244-2043-8",

pages = "280--287",

booktitle = "Proceedings of international workshop on Content-Based Multimedia Indexing, CBMI 2008.",

publisher = "IEEE",

address = "United States",

note = "International Workshop on Content-Based Multimedia Indexing, CBMI 2008, CBMI 2008 ; Conference date: 18-06-2008 Through 20-06-2008",

}

Mezaris, V, Gidaros, S, Papadopoulos, GT, Kasper, W, Ordelman, RJF, de Jong, FMG & Kompatsiaris, I 2008, Knowledge-assisted cross-media analysis of audio-visual content in the news domain. in Proceedings of international workshop on Content-Based Multimedia Indexing, CBMI 2008.. IEEE, pp. 280-287, International Workshop on Content-Based Multimedia Indexing, CBMI 2008, London , United Kingdom, 18/06/08. https://doi.org/10.1109/CBMI.2008.4564958

Knowledge-assisted cross-media analysis of audio-visual content in the news domain. / Mezaris, Vasileios; Gidaros, Spyros; Papadopoulos, Georgios Th. et al.
Proceedings of international workshop on Content-Based Multimedia Indexing, CBMI 2008.. IEEE, 2008. p. 280-287.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Knowledge-assisted cross-media analysis of audio-visual content in the news domain

AU - Mezaris, Vasileios

AU - Gidaros, Spyros

AU - Papadopoulos, Georgios Th.

AU - Kasper, Walter

AU - Ordelman, Roeland J.F.

AU - de Jong, Franciska M.G.

AU - Kompatsiaris, Ioannis

PY - 2008/6

Y1 - 2008/6

N2 - In this paper, a complete architecture for knowledge-assisted cross-media analysis of News-related multimedia content is presented, along with its constituent components. The proposed analysis architecture employs state-of-the-art methods for the analysis of each individual modality (visual, audio, text) separately, and proposes a fusion technique based on the particular characteristics of News-related content for the combination of the individual modality analysis results. Experimental results on news broadcast video illustrate the usefulness of the proposed techniques in the automatic generation of semantic video annotations.

AB - In this paper, a complete architecture for knowledge-assisted cross-media analysis of News-related multimedia content is presented, along with its constituent components. The proposed analysis architecture employs state-of-the-art methods for the analysis of each individual modality (visual, audio, text) separately, and proposes a fusion technique based on the particular characteristics of News-related content for the combination of the individual modality analysis results. Experimental results on news broadcast video illustrate the usefulness of the proposed techniques in the automatic generation of semantic video annotations.

KW - EC Grant Agreement nr.: FP6/027685

KW - IR-64879

KW - METIS-251082

KW - EWI-13063

U2 - 10.1109/CBMI.2008.4564958

DO - 10.1109/CBMI.2008.4564958

M3 - Conference contribution

SN - 978-1-4244-2043-8

SP - 280

EP - 287

BT - Proceedings of international workshop on Content-Based Multimedia Indexing, CBMI 2008.

PB - IEEE

T2 - International Workshop on Content-Based Multimedia Indexing, CBMI 2008

Y2 - 18 June 2008 through 20 June 2008

ER -

Knowledge-assisted cross-media analysis of audio-visual content in the news domain

Abstract

Conference

Keywords

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