NDLI: A framework for fuzzy video content extraction, storage and retrieval

Content Provider	IEEE Xplore Digital Library
Author	Koyuncu, M. Yilmaz, T. Yildirim, Y. Yazici, A.
Copyright Year	2010
Description	Author affiliation: Department of Computer Engineering, Middle East Technical University, 06531 Ankara, Turkey (Yilmaz, T.; Yildirim, Y.; Yazici, A.) \|\| Department of Information Systems Engineering, Atilim University, 06836, Ankara, Turkey (Koyuncu, M.)
Abstract	This study presents a new comprehensive framework for semantic content extraction from raw video, storage of the extracted data and retrieval of the stored data. Objects, spatial relations between objects, events and temporal relations between events, which are considered as semantic contents of the video, are extracted automatically to a certain extend with the developed approach. Extraction process is supported by manual annotation when automatic extraction is not satisfactory. The extracted information is stored in an intelligent fuzzy object-oriented database in which the database is enhanced with a fuzzy knowledge-based system. Domain specific deduction rules can be defined to derive new information about semantic contents of the video. The database is also supported by an access structure to increase retrieval efficiency. The proposed framework is capable of handling uncertain data arising from annotation process or video nature.
Starting Page	1
Ending Page	8
File Size	244949
Page Count	8
File Format	PDF
ISBN	9781424469192
ISSN	10987584
e-ISBN	9781424469215
DOI	10.1109/FUZZY.2010.5584724
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-07-18
Publisher Place	Spain
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Semantics Feature extraction Databases Data mining Uncertainty Manuals Knowledge based systems
Content Type	Text
Resource Type	Article
Subject	Applied Mathematics Artificial Intelligence Theoretical Computer Science Software

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