An MPEG-7 compatible video retrieval system with integrated support for complex multimodal queries

Simple item page
buir.contributor.authorBaştan, Muhammet
buir.contributor.authorÇam, Hayati
buir.contributor.authorGüdükbay, Uğur
buir.contributor.authorUlusoy, Özgür
dc.contributor.authorBaştan, Muhammeten_US
dc.contributor.authorÇam, Hayatien_US
dc.contributor.authorGüdükbay, Uğuren_US
dc.contributor.authorUlusoy, Özgüren_US
dc.date.accessioned2020-02-06T08:19:55Z
dc.date.available2020-02-06T08:19:55Z
dc.date.issued2019
dc.departmentDepartment of Computer Engineeringen_US
dc.description.abstractWe present BilVideo-7, an MPEG-7 compatible, video indexing and retrieval system that supports complex multimodal queries in a unified framework. An MPEG-7 profile is developed to represent the videos by decomposing them into Shots, Keyframes, Still Regions and Moving Regions. The MPEG-7 compatible XML representations of videos according to this profile are obtained by the MPEG-7 compatible video feature extraction and annotation tool of BilVideo-7, and stored in a native XML database. Users can formulate text-based semantic, color, texture, shape, location, motion and spatio-temporal queries on an intuitive, easy-to-use Visual Query Interface, whose Composite Query Interface can be used to specify very complex queries containing any type and number of video segments with their descriptors. The multi-threaded Query Processing Server parses incoming queries into subqueries and executes each subquery in a separate thread. Then, it fuses subquery results in a bottom-up manner to obtain the final query result. The whole system is unique in that it provides very powerful querying capabilities with a wide range of descriptors and multimodal query processing in an MPEG-7 compatible interoperable environment. We present sample queries to demonstrate the capabilities of the system.en_US
dc.identifier.doi10.1109/MMUL.2009.74en_US
dc.identifier.eissn1941-0166
dc.identifier.issn1070-986X
dc.identifier.urihttp://hdl.handle.net/11693/53122
dc.language.isoEnglishen_US
dc.publisherIEEE Computer Societyen_US
dc.relation.isversionofhttps://dx.doi.org/10.1109/MMUL.2009.74en_US
dc.source.titleIEEE Multimediaen_US
dc.subjectComputer visionen_US
dc.subjectFeature extractionen_US
dc.subjectImage processingen_US
dc.subjectMPEG-7en_US
dc.subjectPattern recognitionen_US
dc.subjectQuery processingen_US
dc.subjectSemanticsen_US
dc.subjectSpatial databasesen_US
dc.subjectVideo processingen_US
dc.subjectVideo retrievalen_US
dc.subjectVisual databasesen_US
dc.subjectMultimodal query processing.en_US
dc.titleAn MPEG-7 compatible video retrieval system with integrated support for complex multimodal queriesen_US
dc.typeArticleen_US

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
An_MPEG_7_compatible_video_retrieval_system_with_integrated_support_for_complex_multimodal_queries.pdf
Size:
913.58 KB
Format:
Adobe Portable Document Format
Description:
View / Download
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.71 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

Department of Computer Engineering