VisualLabel: An integrated multimedia content management and access framework

Iftikhar Ahmad; Petri Rantanen; Pekka Sillberg; Jorma Laaksonen; Shuhua Liu; Thomas Forss; Aqdas Malik; Marko Nieminen; Rakshith Shetty; Satoru Ishikawa; Jarno Kallio; Jukka P. Saarinen; Moncef Gabbouj; Jari Soini

doi:10.3233/978-1-61499-834-1-321

VisualLabel: An integrated multimedia content management and access framework

Iftikhar Ahmad, Petri Rantanen^*, Pekka Sillberg, Jorma Laaksonen, Shuhua Liu, Thomas Forss, Aqdas Malik, Marko Nieminen, Rakshith Shetty, Satoru Ishikawa, Jarno Kallio, Jukka P. Saarinen, Moncef Gabbouj, Jari Soini

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Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Chapter › Scientific › vertaisarvioitu

1 Sitaatiot (Scopus)

Abstrakti

With the rapid growth of image and video data as well as the fast spread of user-generated content in social media and cloud services, it has become increasingly difficult for users to have efficient access and effective management of their digital content. In this paper we present a novel integrated open source multimedia content management and access framework, called VisualLabel, that enables smart photo services based on automated visual content analysis, annotation, search and retrieval using state of the art analysis back ends for services such as Facebook and Flickr. This paper includes detailed descriptions of the high-level architecture used in the VisualLabel framework and proof-of-concept implementations of a front-end service, along with three analysis back ends and a web client, all of which demonstrate the basic functionality provided by the framework.

Alkuperäiskieli	Englanti
Otsikko	Information Modelling and Knowledge Bases XXIX
Toimittajat	Naofumi Yoshida, Chawan Koopipat, Yasushi Kiyoki, Petchporn Chawakitchareon, Aran Hansuebsai, Virach Sornlertlamvanich, Bernhard Thalheim, Hannu Jaakkola
Kustantaja	IOS Press
Sivut	321-342
Sivumäärä	22
ISBN (elektroninen)	9781614998334
DOI - pysyväislinkit	https://doi.org/10.3233/978-1-61499-834-1-321
Tila	Julkaistu - 1 tammik. 2018
OKM-julkaisutyyppi	A3 Kirjan tai muun kokoomateoksen osa
Tapahtuma	International Conference on Information Modelling and Knowledge Bases - Krabi, Thaimaa Kesto: 5 kesäk. 2017 → 9 kesäk. 2017 Konferenssinumero: 27

Julkaisusarja

Nimi	Frontiers in Artificial Intelligence and Applications
Vuosikerta	301
ISSN (painettu)	0922-6389

Conference

Conference	International Conference on Information Modelling and Knowledge Bases
Lyhennettä	EJC
Maa/Alue	Thaimaa
Kaupunki	Krabi
Ajanjakso	05/06/2017 → 09/06/2017

Pääsy asiakirjaan

10.3233/978-1-61499-834-1-321

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Link to publication in Scopus

Siteeraa tätä

Ahmad, I., Rantanen, P., Sillberg, P., Laaksonen, J., Liu, S., Forss, T., Malik, A., Nieminen, M., Shetty, R., Ishikawa, S., Kallio, J., Saarinen, J. P., Gabbouj, M., & Soini, J. (2018). VisualLabel: An integrated multimedia content management and access framework. teoksessa N. Yoshida, C. Koopipat, Y. Kiyoki, P. Chawakitchareon, A. Hansuebsai, V. Sornlertlamvanich, B. Thalheim, & H. Jaakkola (Toimittajat), Information Modelling and Knowledge Bases XXIX (Sivut 321-342). (Frontiers in Artificial Intelligence and Applications; Vuosikerta 301). IOS Press. https://doi.org/10.3233/978-1-61499-834-1-321

Ahmad, Iftikhar ; Rantanen, Petri ; Sillberg, Pekka et al. / VisualLabel : An integrated multimedia content management and access framework. Information Modelling and Knowledge Bases XXIX. Toimittaja / Naofumi Yoshida ; Chawan Koopipat ; Yasushi Kiyoki ; Petchporn Chawakitchareon ; Aran Hansuebsai ; Virach Sornlertlamvanich ; Bernhard Thalheim ; Hannu Jaakkola. IOS Press, 2018. Sivut 321-342 (Frontiers in Artificial Intelligence and Applications).

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title = "VisualLabel: An integrated multimedia content management and access framework",

abstract = "With the rapid growth of image and video data as well as the fast spread of user-generated content in social media and cloud services, it has become increasingly difficult for users to have efficient access and effective management of their digital content. In this paper we present a novel integrated open source multimedia content management and access framework, called VisualLabel, that enables smart photo services based on automated visual content analysis, annotation, search and retrieval using state of the art analysis back ends for services such as Facebook and Flickr. This paper includes detailed descriptions of the high-level architecture used in the VisualLabel framework and proof-of-concept implementations of a front-end service, along with three analysis back ends and a web client, all of which demonstrate the basic functionality provided by the framework.",

keywords = "CBIR, Content management, Framework, REST, Web client",

author = "Iftikhar Ahmad and Petri Rantanen and Pekka Sillberg and Jorma Laaksonen and Shuhua Liu and Thomas Forss and Aqdas Malik and Marko Nieminen and Rakshith Shetty and Satoru Ishikawa and Jarno Kallio and Saarinen, {Jukka P.} and Moncef Gabbouj and Jari Soini",

year = "2018",

month = jan,

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doi = "10.3233/978-1-61499-834-1-321",

language = "English",

series = "Frontiers in Artificial Intelligence and Applications",

publisher = "IOS Press",

pages = "321--342",

editor = "Naofumi Yoshida and Chawan Koopipat and Yasushi Kiyoki and Petchporn Chawakitchareon and Aran Hansuebsai and Virach Sornlertlamvanich and Bernhard Thalheim and Hannu Jaakkola",

booktitle = "Information Modelling and Knowledge Bases XXIX",

address = "Netherlands",

note = "International Conference on Information Modelling and Knowledge Bases, EJC ; Conference date: 05-06-2017 Through 09-06-2017",

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Ahmad, I, Rantanen, P, Sillberg, P, Laaksonen, J, Liu, S, Forss, T, Malik, A, Nieminen, M, Shetty, R, Ishikawa, S, Kallio, J, Saarinen, JP, Gabbouj, M & Soini, J 2018, VisualLabel: An integrated multimedia content management and access framework. julkaisussa N Yoshida, C Koopipat, Y Kiyoki, P Chawakitchareon, A Hansuebsai, V Sornlertlamvanich, B Thalheim & H Jaakkola (toim), Information Modelling and Knowledge Bases XXIX. Frontiers in Artificial Intelligence and Applications, Vuosikerta 301, IOS Press, Sivut 321-342, International Conference on Information Modelling and Knowledge Bases, Krabi, Thaimaa, 05/06/2017. https://doi.org/10.3233/978-1-61499-834-1-321

VisualLabel: An integrated multimedia content management and access framework. / Ahmad, Iftikhar; Rantanen, Petri; Sillberg, Pekka et al.
Information Modelling and Knowledge Bases XXIX. toim. / Naofumi Yoshida; Chawan Koopipat; Yasushi Kiyoki; Petchporn Chawakitchareon; Aran Hansuebsai; Virach Sornlertlamvanich; Bernhard Thalheim; Hannu Jaakkola. IOS Press, 2018. s. 321-342 (Frontiers in Artificial Intelligence and Applications; Vuosikerta 301).

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Chapter › Scientific › vertaisarvioitu

TY - CHAP

T1 - VisualLabel

T2 - International Conference on Information Modelling and Knowledge Bases

AU - Ahmad, Iftikhar

AU - Rantanen, Petri

AU - Sillberg, Pekka

AU - Laaksonen, Jorma

AU - Liu, Shuhua

AU - Forss, Thomas

AU - Malik, Aqdas

AU - Nieminen, Marko

AU - Shetty, Rakshith

AU - Ishikawa, Satoru

AU - Kallio, Jarno

AU - Saarinen, Jukka P.

AU - Gabbouj, Moncef

AU - Soini, Jari

N1 - Conference code: 27

PY - 2018/1/1

Y1 - 2018/1/1

N2 - With the rapid growth of image and video data as well as the fast spread of user-generated content in social media and cloud services, it has become increasingly difficult for users to have efficient access and effective management of their digital content. In this paper we present a novel integrated open source multimedia content management and access framework, called VisualLabel, that enables smart photo services based on automated visual content analysis, annotation, search and retrieval using state of the art analysis back ends for services such as Facebook and Flickr. This paper includes detailed descriptions of the high-level architecture used in the VisualLabel framework and proof-of-concept implementations of a front-end service, along with three analysis back ends and a web client, all of which demonstrate the basic functionality provided by the framework.

AB - With the rapid growth of image and video data as well as the fast spread of user-generated content in social media and cloud services, it has become increasingly difficult for users to have efficient access and effective management of their digital content. In this paper we present a novel integrated open source multimedia content management and access framework, called VisualLabel, that enables smart photo services based on automated visual content analysis, annotation, search and retrieval using state of the art analysis back ends for services such as Facebook and Flickr. This paper includes detailed descriptions of the high-level architecture used in the VisualLabel framework and proof-of-concept implementations of a front-end service, along with three analysis back ends and a web client, all of which demonstrate the basic functionality provided by the framework.

KW - CBIR

KW - Content management

KW - Framework

KW - REST

KW - Web client

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U2 - 10.3233/978-1-61499-834-1-321

DO - 10.3233/978-1-61499-834-1-321

M3 - Chapter

AN - SCOPUS:85063370511

T3 - Frontiers in Artificial Intelligence and Applications

SP - 321

EP - 342

BT - Information Modelling and Knowledge Bases XXIX

A2 - Yoshida, Naofumi

A2 - Koopipat, Chawan

A2 - Kiyoki, Yasushi

A2 - Chawakitchareon, Petchporn

A2 - Hansuebsai, Aran

A2 - Sornlertlamvanich, Virach

A2 - Thalheim, Bernhard

A2 - Jaakkola, Hannu

PB - IOS Press

Y2 - 5 June 2017 through 9 June 2017

ER -

Ahmad I, Rantanen P, Sillberg P, Laaksonen J, Liu S, Forss T et al. VisualLabel: An integrated multimedia content management and access framework. julkaisussa Yoshida N, Koopipat C, Kiyoki Y, Chawakitchareon P, Hansuebsai A, Sornlertlamvanich V, Thalheim B, Jaakkola H, toimittajat, Information Modelling and Knowledge Bases XXIX. IOS Press. 2018. s. 321-342. (Frontiers in Artificial Intelligence and Applications). doi: 10.3233/978-1-61499-834-1-321

VisualLabel: An integrated multimedia content management and access framework

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