Application of the fuzzy logic in content-based image retrieval

This paper imports the fuzzy logic into image retrieval to deal with the vagueness and ambiguity of human judgment of image similarity. Our retrieval system has the following properties: firstly adopting the fuzzy language variables to describe the similarity degree of image features, not the featur...

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Detalles Bibliográficos
Autores principales: Xiaoling, Wang, Kanglin, Xie
Formato: Articulo
Lenguaje:Inglés
Publicado: 2005
Materias:
Ciencias Informáticas
fuzzy inference
Percepción Visual
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/9504
http://journal.info.unlp.edu.ar/wp-content/uploads/JCST-Apr05-4.pdf
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-9504
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
fuzzy inference
Percepción Visual
spellingShingle Ciencias Informáticas
fuzzy inference
Percepción Visual
Xiaoling, Wang
Kanglin, Xie
Application of the fuzzy logic in content-based image retrieval
topic_facet Ciencias Informáticas
fuzzy inference
Percepción Visual
description This paper imports the fuzzy logic into image retrieval to deal with the vagueness and ambiguity of human judgment of image similarity. Our retrieval system has the following properties: firstly adopting the fuzzy language variables to describe the similarity degree of image features, not the features themselves; secondly making use of the fuzzy inference to instruct the weights assignment among various image features; thirdly expressing the subjectivity of human perceptions by fuzzy rules impliedly; lastly we propose an improvement on the traditional histogram called the Average Area Histogram (AAH) to represent color features. Experimentally we realized a fuzzy logic-based image retrieval system with good retrieval performance.
format Articulo
Articulo
author Xiaoling, Wang
Kanglin, Xie
author_facet Xiaoling, Wang
Kanglin, Xie
author_sort Xiaoling, Wang
title Application of the fuzzy logic in content-based image retrieval
title_short Application of the fuzzy logic in content-based image retrieval
title_full Application of the fuzzy logic in content-based image retrieval
title_fullStr Application of the fuzzy logic in content-based image retrieval
title_full_unstemmed Application of the fuzzy logic in content-based image retrieval
title_sort application of the fuzzy logic in content-based image retrieval
publishDate 2005
url http://sedici.unlp.edu.ar/handle/10915/9504
http://journal.info.unlp.edu.ar/wp-content/uploads/JCST-Apr05-4.pdf
work_keys_str_mv AT xiaolingwang applicationofthefuzzylogicincontentbasedimageretrieval
AT kanglinxie applicationofthefuzzylogicincontentbasedimageretrieval
bdutipo_str Repositorios
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