DocumentCode
2550049
Title
Semantics In Digital Photos: A Contenxtual Analysis
Author
Sinha, Pinaki ; Jain, Ramesh
Author_Institution
Dept. of Comput. Sci., Univ. of California, Irvine, CA
fYear
2008
fDate
4-7 Aug. 2008
Firstpage
58
Lastpage
65
Abstract
Interpreting the semantics of an image is a hard problem. However, for storing and indexing large multimedia collections, it is essential to build systems that can automatically extract semantics from images. In this research we show how we can fuse content and context to extract semantics from digital photographs. Our experiments show that if we can properly model context associated with media, we can interpret semantics using only a part of high dimensional content data.
Keywords
computer vision; information retrieval; multimedia computing; contextual analysis; digital photos; high dimensional content data; large multimedia collections; multimedia information retrieval; Computer science; Context modeling; Data mining; Digital cameras; Ontologies; Optical films; Optical sensors; Pixel; Tagging; USA Councils; CIDE; Content; Context; EXIF; Image Annotation; Ontology; Optical Parameters; Photo;
fLanguage
English
Publisher
ieee
Conference_Titel
Semantic Computing, 2008 IEEE International Conference on
Conference_Location
Santa Clara, CA
Print_ISBN
978-0-7695-3279-0
Electronic_ISBN
978-0-7695-3279-0
Type
conf
DOI
10.1109/ICSC.2008.87
Filename
4597174
Link To Document