Interactive detection of incrementally learned concepts in images with ranking and semantic query interpretation

Kl. Schutte; H. Bouma; J. Schavemaker; L. Daniele; M. Sappelli; G. Koot; P. Eendebak; G. Azzopardi; M. Spitters; M. de Boer; P. Brandt

doi:10.1109/CBMI.2015.7153623

Interactive detection of incrementally learned concepts in images with ranking and semantic query interpretation

Kl. Schutte, H. Bouma, J. Schavemaker, L. Daniele, M. Sappelli, G. Koot, P. Eendebak, G. Azzopardi, M. Spitters, M. de Boer, P. Brandt

Electronic Systems

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

7 Citaten (Scopus)

Samenvatting

The number of networked cameras is growing exponentially. Multiple applications in different domains result in an increasing need to search semantically over video sensor data. In this paper, we present the GOOSE demonstrator, which is a real-time general-purpose search engine that allows users to pose natural language queries to retrieve corresponding images. Top-down, this demonstrator interprets queries, which are presented as an intuitive graph to collect user feedback. Bottom-up, the system automatically recognizes and localizes concepts in images and it can incrementally learn novel concepts. A smart ranking combines both and allows effective retrieval of relevant images.

Originele taal-2	Engels
Titel	13th International Workshop on Content-Based Multimedia Indexing (CBMI), 2015, 10-12 June 2015, Prague, Czech Republic
Plaats van productie	Piscataway
Uitgeverij	Institute of Electrical and Electronics Engineers
Pagina's	1-4
Aantal pagina's	4
DOI's	https://doi.org/10.1109/CBMI.2015.7153623
Status	Gepubliceerd - 12 jun. 2015
Evenement	13th International Workshop on Content-Based Multimedia Indexing (CBMI 2015), June 10-12, 2015, Prague, Czech Republic - Prague, Tsjechië Duur: 10 jun. 2015 → 12 jun. 2015 http://siret.ms.mff.cuni.cz/cbmi2015/

Workshop

Workshop	13th International Workshop on Content-Based Multimedia Indexing (CBMI 2015), June 10-12, 2015, Prague, Czech Republic
Verkorte titel	CBMI 2015
Land/Regio	Tsjechië
Stad	Prague
Periode	10/06/15 → 12/06/15
Internet adres	http://siret.ms.mff.cuni.cz/cbmi2015/

Toegang tot document

10.1109/CBMI.2015.7153623

Citeer dit

Schutte, K., Bouma, H., Schavemaker, J., Daniele, L., Sappelli, M., Koot, G., Eendebak, P., Azzopardi, G., Spitters, M., de Boer, M., & Brandt, P. (2015). Interactive detection of incrementally learned concepts in images with ranking and semantic query interpretation. In 13th International Workshop on Content-Based Multimedia Indexing (CBMI), 2015, 10-12 June 2015, Prague, Czech Republic (blz. 1-4). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/CBMI.2015.7153623

@inproceedings{1324ae7bc3e348e4b7dd3e876160eee7,

title = "Interactive detection of incrementally learned concepts in images with ranking and semantic query interpretation",

abstract = "The number of networked cameras is growing exponentially. Multiple applications in different domains result in an increasing need to search semantically over video sensor data. In this paper, we present the GOOSE demonstrator, which is a real-time general-purpose search engine that allows users to pose natural language queries to retrieve corresponding images. Top-down, this demonstrator interprets queries, which are presented as an intuitive graph to collect user feedback. Bottom-up, the system automatically recognizes and localizes concepts in images and it can incrementally learn novel concepts. A smart ranking combines both and allows effective retrieval of relevant images.",

keywords = "semantic reasoning, concept detection, incremental learning",

author = "Kl. Schutte and H. Bouma and J. Schavemaker and L. Daniele and M. Sappelli and G. Koot and P. Eendebak and G. Azzopardi and M. Spitters and {de Boer}, M. and P. Brandt",

year = "2015",

month = jun,

day = "12",

doi = "10.1109/CBMI.2015.7153623",

language = "English",

pages = "1--4",

booktitle = "13th International Workshop on Content-Based Multimedia Indexing (CBMI), 2015, 10-12 June 2015, Prague, Czech Republic",

publisher = "Institute of Electrical and Electronics Engineers",

address = "United States",

note = "13th International Workshop on Content-Based Multimedia Indexing (CBMI 2015), June 10-12, 2015, Prague, Czech Republic , CBMI 2015 ; Conference date: 10-06-2015 Through 12-06-2015",

url = "http://siret.ms.mff.cuni.cz/cbmi2015/",

}

Schutte, K, Bouma, H, Schavemaker, J, Daniele, L, Sappelli, M, Koot, G, Eendebak, P, Azzopardi, G, Spitters, M, de Boer, M & Brandt, P 2015, Interactive detection of incrementally learned concepts in images with ranking and semantic query interpretation. in 13th International Workshop on Content-Based Multimedia Indexing (CBMI), 2015, 10-12 June 2015, Prague, Czech Republic . Institute of Electrical and Electronics Engineers, Piscataway, blz. 1-4, 13th International Workshop on Content-Based Multimedia Indexing (CBMI 2015), June 10-12, 2015, Prague, Czech Republic , Prague, Tsjechië, 10/06/15. https://doi.org/10.1109/CBMI.2015.7153623

Interactive detection of incrementally learned concepts in images with ranking and semantic query interpretation. / Schutte, Kl.; Bouma, H.; Schavemaker, J. et al.
13th International Workshop on Content-Based Multimedia Indexing (CBMI), 2015, 10-12 June 2015, Prague, Czech Republic . Piscataway: Institute of Electrical and Electronics Engineers, 2015. blz. 1-4.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

TY - GEN

T1 - Interactive detection of incrementally learned concepts in images with ranking and semantic query interpretation

AU - Schutte, Kl.

AU - Bouma, H.

AU - Schavemaker, J.

AU - Daniele, L.

AU - Sappelli, M.

AU - Koot, G.

AU - Eendebak, P.

AU - Azzopardi, G.

AU - Spitters, M.

AU - de Boer, M.

AU - Brandt, P.

PY - 2015/6/12

Y1 - 2015/6/12

N2 - The number of networked cameras is growing exponentially. Multiple applications in different domains result in an increasing need to search semantically over video sensor data. In this paper, we present the GOOSE demonstrator, which is a real-time general-purpose search engine that allows users to pose natural language queries to retrieve corresponding images. Top-down, this demonstrator interprets queries, which are presented as an intuitive graph to collect user feedback. Bottom-up, the system automatically recognizes and localizes concepts in images and it can incrementally learn novel concepts. A smart ranking combines both and allows effective retrieval of relevant images.

AB - The number of networked cameras is growing exponentially. Multiple applications in different domains result in an increasing need to search semantically over video sensor data. In this paper, we present the GOOSE demonstrator, which is a real-time general-purpose search engine that allows users to pose natural language queries to retrieve corresponding images. Top-down, this demonstrator interprets queries, which are presented as an intuitive graph to collect user feedback. Bottom-up, the system automatically recognizes and localizes concepts in images and it can incrementally learn novel concepts. A smart ranking combines both and allows effective retrieval of relevant images.

KW - semantic reasoning

KW - concept detection

KW - incremental learning

U2 - 10.1109/CBMI.2015.7153623

DO - 10.1109/CBMI.2015.7153623

M3 - Conference contribution

SP - 1

EP - 4

BT - 13th International Workshop on Content-Based Multimedia Indexing (CBMI), 2015, 10-12 June 2015, Prague, Czech Republic

PB - Institute of Electrical and Electronics Engineers

CY - Piscataway

T2 - 13th International Workshop on Content-Based Multimedia Indexing (CBMI 2015), June 10-12, 2015, Prague, Czech Republic

Y2 - 10 June 2015 through 12 June 2015

ER -

Schutte K, Bouma H, Schavemaker J, Daniele L, Sappelli M, Koot G et al. Interactive detection of incrementally learned concepts in images with ranking and semantic query interpretation. In 13th International Workshop on Content-Based Multimedia Indexing (CBMI), 2015, 10-12 June 2015, Prague, Czech Republic . Piscataway: Institute of Electrical and Electronics Engineers. 2015. blz. 1-4 doi: 10.1109/CBMI.2015.7153623

Interactive detection of incrementally learned concepts in images with ranking and semantic query interpretation

Samenvatting

Workshop

Toegang tot document

Vingerafdruk

Citeer dit