Representing Images' Meanings by Associative Values with Given Lexicons Considering the Semantic Tolerance Relation
Author
Source
Issue
Vol. 2011, Issue 2011 (31 Dec. 2011), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-07-28
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Information Technology and Computer Science
Abstract EN
An approach of representing meanings of images based on associative values with lexicons is proposed.
For this, the semantic tolerance relation model (STRM) that reflects the tolerance degree between defined lexicons is generated, and two factors of semantic relevance (SR) and visual similarity (VS) are involved in generating associative values.
Furthermore, the algorithm of calculating associative values using pixel-based bidirectional associative memories (BAMs) in combination with the STRM, which is easy in implementation, is depicted.
The experiment results of multilexicons-based retrieval by individuals show the effectiveness and efficiency of our proposed method in finding the expected images and the improvement in retrieving accuracy because of incorporating SR with VS in representing meanings of images.
American Psychological Association (APA)
Dai, Ying. 2011. Representing Images' Meanings by Associative Values with Given Lexicons Considering the Semantic Tolerance Relation. Advances in Multimedia،Vol. 2011, no. 2011, pp.1-10.
https://search.emarefa.net/detail/BIM-498009
Modern Language Association (MLA)
Dai, Ying. Representing Images' Meanings by Associative Values with Given Lexicons Considering the Semantic Tolerance Relation. Advances in Multimedia No. 2011 (2011), pp.1-10.
https://search.emarefa.net/detail/BIM-498009
American Medical Association (AMA)
Dai, Ying. Representing Images' Meanings by Associative Values with Given Lexicons Considering the Semantic Tolerance Relation. Advances in Multimedia. 2011. Vol. 2011, no. 2011, pp.1-10.
https://search.emarefa.net/detail/BIM-498009
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-498009