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Dublin City University video track experiments for TREC 2002
Browne, Paul; Czirjék, Csaba; Gurrin, Cathal; Jarina, Roman; Lee, Hyowon; Marlow, Seán; McDonald, Kieran; Murphy, Noel; O'Connor, Noel E.; Smeaton, Alan F.; Ye, Jiamin
Dublin City University participated in the Feature Extraction task and the Search task of the TREC-2002 Video Track. In the Feature Extraction task, we submitted 3 features: Face, Speech, and Music. In the Search task, we developed an interactive video retrieval system, which incorporated the 40 hours of the video search test collection and supported user searching using our own feature extraction data along with the donated feature data and ASR transcript from other Video Track groups. This video retrieval system allows a user to specify a query based on the 10 features and ASR transcript, and the query result is a ranked list of videos that can be further browsed at the shot level. To evaluate the usefulness of the feature-based query, we have developed a second system interface that provides only ASR transcript-based querying, and we conducted an experiment with 12 test users to compare these 2 systems. Results were submitted to NIST and we are currently conducting further analysis of user performance with these 2 systems.
Keyword(s): Digital video; Information retrieval
Publication Date:
2002
Type: Other
Peer-Reviewed: Unknown
Language(s): English
Institution: Dublin City University
Citation(s): Browne, Paul, Czirjék, Csaba, Gurrin, Cathal ORCID: 0000-0003-4395-7702 <https://orcid.org/0000-0003-4395-7702>, Jarina, Roman, Lee, Hyowon ORCID: 0000-0003-4395-7702 <https://orcid.org/0000-0003-4395-7702>, Marlow, Seán, McDonald, Kieran, Murphy, Noel, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 <https://orcid.org/0000-0002-4033-9135>, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 <https://orcid.org/0000-0003-1028-8389> and Ye, Jiamin (2002) Dublin City University video track experiments for TREC 2002. In: TREC 2002 - the 11th Text REtrieval Conference, 19-22 November 2002, Gaithersburg, Maryland.
Publisher(s): NIST
File Format(s): application/pdf
Related Link(s): http://doras.dcu.ie/323/1/trec_2002_2.pdf,
http://doras.dcu.ie/323/2/trec_2002_2_poster.pdf,
http://trec.nist.gov/pubs/trec11/t11_proceedings.html
First Indexed: 2009-11-05 02:00:33 Last Updated: 2019-02-09 07:04:05