DocumentCode :
1560675
Title :
CanFind-a semantic image indexing and retrieval system
Author :
Kuo, Chin-Hwa ; Chou, Tzu-Chuan ; Tsao, Nui-Lug ; Lan, Yung-Hsiao
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Tamkang Univ., Tamsui, Taiwan
Volume :
2
fYear :
2003
Abstract :
We present CanFind, a semantic image indexing and retrieval system in this paper. To identify the target images of interest in the database in the conceptual level, the presented system makes use of keywords as the input of searching vehicle. The system consists of two subsystems, i.e., semantic indexing and query expansion. In the semantic indexing, the subsystem includes three main building blocks, namely, keyword extraction, keyword expansion, and keyword weighting. The information of WordNet is used to extend existing keywords associated with images. This design intends to overcome the drawbacks in conventional keyword-based image retrieval system. Next, the resulting word set is filtered by a filter to extract common words from the word set and set up the image indexing for the corresponding image. In the query expansion, corpus is used to help users find relative or precise results in the facing dilemma of too few or too many query results for a given query. The designed semantic image indexing and retrieval system is integrated with IWiLL, a web-based language learning platform to further illustrate the value of the designed system.
Keywords :
content-based retrieval; image retrieval; indexing; CanFind; IWiLL; keyword expansion; keyword extraction; keyword weighting; query expansion; searching vehicle; semantic image indexing; semantic image retrieval; web-based language learning platform; Computer networks; Computer science; Data mining; Filters; Image databases; Image retrieval; Indexing; Information retrieval; Laboratories; Multimedia databases;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
Print_ISBN :
0-7803-7761-3
Type :
conf
DOI :
10.1109/ISCAS.2003.1206056
Filename :
1206056
Link To Document :
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