Title :
Semantics In Digital Photos: A Contenxtual Analysis
Author :
Sinha, Pinaki ; Jain, Ramesh
Author_Institution :
Dept. of Comput. Sci., Univ. of California, Irvine, CA
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;
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
DOI :
10.1109/ICSC.2008.87
