TY - GEN
T1 - Incorporating concept ontology into multi-level image indexing
AU - Wong, R. C.F.
AU - Leung, C. H.C.
N1 - Copyright:
Copyright 2010 Elsevier B.V., All rights reserved.
PY - 2009
Y1 - 2009
N2 - The huge availability of multimedia data in the World Wide Web, and its exponential growth from the past few years, has made the search, indexing and maintenance of the information a difficult and time consuming task when they are carried out manually. Image indexing becomes one of the most popular research topic as the effectiveness of image retrieval depends on meaningful indexing. In this paper, we propose an extension of image annotation models which incorporaties concept ontology for multi-level image indexing. Our system is evaluated quantitatively using more than 100,000 web images and around 1,000,000 tags. Experimental results indicate that this approach is able to deliver good results.
AB - The huge availability of multimedia data in the World Wide Web, and its exponential growth from the past few years, has made the search, indexing and maintenance of the information a difficult and time consuming task when they are carried out manually. Image indexing becomes one of the most popular research topic as the effectiveness of image retrieval depends on meaningful indexing. In this paper, we propose an extension of image annotation models which incorporaties concept ontology for multi-level image indexing. Our system is evaluated quantitatively using more than 100,000 web images and around 1,000,000 tags. Experimental results indicate that this approach is able to deliver good results.
KW - Automatic semantic annotation
KW - Concept-base image annotation
KW - Image retrieval
UR - http://www.scopus.com/inward/record.url?scp=77951575496&partnerID=8YFLogxK
U2 - 10.1145/1734605.1734629
DO - 10.1145/1734605.1734629
M3 - Conference proceeding
AN - SCOPUS:77951575496
SN - 9781605588407
T3 - 1st International Conference on Internet Multimedia Computing and Service, ICIMCS 2009
SP - 90
EP - 96
BT - 1st International Conference on Internet Multimedia Computing and Service, ICIMCS 2009
T2 - 1st International Conference on Internet Multimedia Computing and Service, ICIMCS 2009
Y2 - 23 November 2009 through 25 November 2009
ER -