ARTEMIS-UBIMEDIA at TRECVid 2012: Instance search task

Andrei Bursuc; Titus Zaharia; Olivier Martinot; Françoise Prêteux

ARTEMIS-UBIMEDIA at TRECVid 2012: Instance search task

Andrei Bursuc
, Titus Zaharia
, Olivier Martinot
, Françoise Prêteux

Research output: Contribution to conference › Paper › peer-review

Abstract

This paper describes the approach proposed by ARTEMIS-UBIMEDIA team at TRECVID 2012, Instance Search (INS) task [1]. The method is based on the Bag-of-Words representation obtained from uniform sampling of the frames of the videos. We propose a query expansion technique that employs the textual description of the queries to identify new instances of the query objects on Flickr in order to enrich the query descriptor with additional representative instances.

Original language	English
Publication status	Published - 1 Jan 2012
Event	TREC Video Retrieval Evaluation, TRECVID 2012 - Gaithersburg, MD, United States Duration: 26 Nov 2012 → 28 Nov 2012

Conference

Conference	TREC Video Retrieval Evaluation, TRECVID 2012
Country/Territory	United States
City	Gaithersburg, MD
Period	26/11/12 → 28/11/12

Cite this

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title = "ARTEMIS-UBIMEDIA at TRECVid 2012: Instance search task",

abstract = "This paper describes the approach proposed by ARTEMIS-UBIMEDIA team at TRECVID 2012, Instance Search (INS) task [1]. The method is based on the Bag-of-Words representation obtained from uniform sampling of the frames of the videos. We propose a query expansion technique that employs the textual description of the queries to identify new instances of the query objects on Flickr in order to enrich the query descriptor with additional representative instances.",

author = "Andrei Bursuc and Titus Zaharia and Olivier Martinot and Fran{\c c}oise Pr{\^e}teux",

year = "2012",

month = jan,

day = "1",

language = "English",

note = "TREC Video Retrieval Evaluation, TRECVID 2012 ; Conference date: 26-11-2012 Through 28-11-2012",

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TY - CONF

T1 - ARTEMIS-UBIMEDIA at TRECVid 2012

T2 - TREC Video Retrieval Evaluation, TRECVID 2012

AU - Bursuc, Andrei

AU - Zaharia, Titus

AU - Martinot, Olivier

AU - Prêteux, Françoise

PY - 2012/1/1

Y1 - 2012/1/1

N2 - This paper describes the approach proposed by ARTEMIS-UBIMEDIA team at TRECVID 2012, Instance Search (INS) task [1]. The method is based on the Bag-of-Words representation obtained from uniform sampling of the frames of the videos. We propose a query expansion technique that employs the textual description of the queries to identify new instances of the query objects on Flickr in order to enrich the query descriptor with additional representative instances.

AB - This paper describes the approach proposed by ARTEMIS-UBIMEDIA team at TRECVID 2012, Instance Search (INS) task [1]. The method is based on the Bag-of-Words representation obtained from uniform sampling of the frames of the videos. We propose a query expansion technique that employs the textual description of the queries to identify new instances of the query objects on Flickr in order to enrich the query descriptor with additional representative instances.

M3 - Paper

AN - SCOPUS:84905270100

Y2 - 26 November 2012 through 28 November 2012

ER -

ARTEMIS-UBIMEDIA at TRECVid 2012: Instance search task

Abstract

Conference

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