A hybrid case-based rule-based system used in a content-based image retrieval system

Ian Bradford; Carl Evans; Robin Winter

doi:10.1109/UKRICIS.2008.4798971

A hybrid case-based rule-based system used in a content-based image retrieval system

Ian Bradford, Carl Evans, Robin Winter

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Images are an important resource in the diagnosis of skeletal dysplasias. A proof-of-concept system, X-Ray Specs, has been developed for evaluating and experimenting with content-based image retrieval on radiographs of skeletal dysplasias. Its domain-dependent sub-system uses a hybrid case-base/rule-base as an important part of its image classification and retrieval process. This proved more accurate than other classification/retrieval systems tested in X-Ray Specs. The case-base/rule-base sub-system is flexible and could function in any domain where suitable parameters can be extracted.

Original language	English
Title of host publication	2008 7th IEEE International Conference on Cybernetic Intelligent Systems, CIS 2008
DOIs	https://doi.org/10.1109/UKRICIS.2008.4798971
Publication status	Published - 2008
Event	2008 7th IEEE International Conference on Cybernetic Intelligent Systems, CIS 2008 - London, United Kingdom Duration: 9 Sept 2008 → 10 Sept 2008

Conference

Conference	2008 7th IEEE International Conference on Cybernetic Intelligent Systems, CIS 2008
Country/Territory	United Kingdom
City	London
Period	9/09/08 → 10/09/08

Keywords

Case based reasoning
Content based image retrieval
Dysmorphology
Skeletal dysplasias

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10.1109/UKRICIS.2008.4798971

Cite this

@inproceedings{0357524282ca4c8a91e74e7fa04ec712,

title = "A hybrid case-based rule-based system used in a content-based image retrieval system",

abstract = "Images are an important resource in the diagnosis of skeletal dysplasias. A proof-of-concept system, X-Ray Specs, has been developed for evaluating and experimenting with content-based image retrieval on radiographs of skeletal dysplasias. Its domain-dependent sub-system uses a hybrid case-base/rule-base as an important part of its image classification and retrieval process. This proved more accurate than other classification/retrieval systems tested in X-Ray Specs. The case-base/rule-base sub-system is flexible and could function in any domain where suitable parameters can be extracted.",

keywords = "Case based reasoning, Content based image retrieval, Dysmorphology, Skeletal dysplasias",

author = "Ian Bradford and Carl Evans and Robin Winter",

year = "2008",

doi = "10.1109/UKRICIS.2008.4798971",

language = "English",

isbn = "9781424429141",

booktitle = "2008 7th IEEE International Conference on Cybernetic Intelligent Systems, CIS 2008",

note = "2008 7th IEEE International Conference on Cybernetic Intelligent Systems, CIS 2008 ; Conference date: 09-09-2008 Through 10-09-2008",

}

Bradford, I, Evans, C & Winter, R 2008, A hybrid case-based rule-based system used in a content-based image retrieval system. in 2008 7th IEEE International Conference on Cybernetic Intelligent Systems, CIS 2008., 4798971, 2008 7th IEEE International Conference on Cybernetic Intelligent Systems, CIS 2008, London, United Kingdom, 9/09/08. https://doi.org/10.1109/UKRICIS.2008.4798971

TY - GEN

T1 - A hybrid case-based rule-based system used in a content-based image retrieval system

AU - Bradford, Ian

AU - Evans, Carl

AU - Winter, Robin

PY - 2008

Y1 - 2008

N2 - Images are an important resource in the diagnosis of skeletal dysplasias. A proof-of-concept system, X-Ray Specs, has been developed for evaluating and experimenting with content-based image retrieval on radiographs of skeletal dysplasias. Its domain-dependent sub-system uses a hybrid case-base/rule-base as an important part of its image classification and retrieval process. This proved more accurate than other classification/retrieval systems tested in X-Ray Specs. The case-base/rule-base sub-system is flexible and could function in any domain where suitable parameters can be extracted.

AB - Images are an important resource in the diagnosis of skeletal dysplasias. A proof-of-concept system, X-Ray Specs, has been developed for evaluating and experimenting with content-based image retrieval on radiographs of skeletal dysplasias. Its domain-dependent sub-system uses a hybrid case-base/rule-base as an important part of its image classification and retrieval process. This proved more accurate than other classification/retrieval systems tested in X-Ray Specs. The case-base/rule-base sub-system is flexible and could function in any domain where suitable parameters can be extracted.

KW - Case based reasoning

KW - Content based image retrieval

KW - Dysmorphology

KW - Skeletal dysplasias

UR - http://www.scopus.com/inward/record.url?scp=64949105118&partnerID=8YFLogxK

U2 - 10.1109/UKRICIS.2008.4798971

DO - 10.1109/UKRICIS.2008.4798971

M3 - Conference contribution

AN - SCOPUS:64949105118

SN - 9781424429141

BT - 2008 7th IEEE International Conference on Cybernetic Intelligent Systems, CIS 2008

T2 - 2008 7th IEEE International Conference on Cybernetic Intelligent Systems, CIS 2008

Y2 - 9 September 2008 through 10 September 2008

ER -

A hybrid case-based rule-based system used in a content-based image retrieval system

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