A Hybrid Case-based Rule-based System used in a Content-based Image Retrieval System

被引：0
|
作者：
Bradford, Ian [1 ]
Evans, Carl [1 ]
Winter, Robin [2 ]
机构：
[1] Middlesex Univ, London N17 8HR, England
[2] UCL, London, England
来源：
PROCEEDINGS OF THE 2008 7TH IEEE INTERNATIONAL CONFERENCE ON CYBERNETIC INTELLIGENT SYSTEMS | 2008年
关键词：
Case based reasoning; content based image retrieval; dysmorphology; skeletal dysplasias;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
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.
引用
收藏
页码：43 / +
页数：2
相关论文
共 50 条
  • [1] Fuzzy rule-based classifier for content-based image retrieval
    Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland
    Jaworska, T. (Tatiana.Jaworska@ibspan.waw.pl), 1600, Springer Verlag (183 AISC):
  • [2] Content-Based Image Classification and Retrieval: A Rule-Based System Using Rough Sets Framework
    Ali, Jafar M.
    INTERNATIONAL JOURNAL OF INTELLIGENT INFORMATION TECHNOLOGIES, 2007, 3 (03) : 41 - 58
  • [3] A content-based image retrieval system
    Huang, CL
    Huang, DH
    IMAGE AND VISION COMPUTING, 1998, 16 (03) : 149 - 163
  • [4] THE DRUG TABLET IMAGE RETRIEVAL SYSTEM BASED ON CONTENT-BASED IMAGE RETRIEVAL
    Yu, Chiu-Chung
    Wen, Che-Yen
    Lu, Chuan-Pin
    Chen, Yung-Fou
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2012, 8 (7A): : 4497 - 4508
  • [5] Content-based Fauna Image Retrieval System
    Mustaffa, Mas Rina
    San, Wong San
    2017 IEEE INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING APPLICATIONS (ICSIPA), 2017, : 139 - 144
  • [6] CHROMA: A content-based image retrieval system
    Lai, TS
    Tait, J
    SIGIR'99: PROCEEDINGS OF 22ND INTERNATIONAL CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, 1999, : 324 - 324
  • [7] A Content-based Image Retrieval System with Image Semantic
    Ma Ying
    Zhang Laomo
    Ma Jinxing
    MICRO NANO DEVICES, STRUCTURE AND COMPUTING SYSTEMS, 2011, 159 : 638 - 643
  • [8] A Content-based Image Retrieval System Based on Hadoop and Lucene
    Gu, Chunhao
    Gao, Yang
    SECOND INTERNATIONAL CONFERENCE ON CLOUD AND GREEN COMPUTING / SECOND INTERNATIONAL CONFERENCE ON SOCIAL COMPUTING AND ITS APPLICATIONS (CGC/SCA 2012), 2012, : 684 - 687
  • [9] Bone Age Assessment by Content-Based Image Retrieval and Case-Based Reasoning
    Fischer, Benedikt
    Welter, Petra
    Grouls, Christoph
    Guenther, Rolf W.
    Deserno, Thomas M.
    MEDICAL IMAGING 2011: COMPUTER-AIDED DIAGNOSIS, 2011, 7963
  • [10] Integrating hybrid rule-based with case-based reasoning
    Prentzas, J
    Hatzilygeroudis, I
    ADVANCES IN CASE-BASED REASONING, 2002, 2416 : 336 - 349
12345