A fuzzy approach to content-based image retrieval

被引:0
|
作者
Medasani, S [1 ]
Krishnapuram, R [1 ]
机构
[1] Colorado Sch Mines, Dept Math & Comp Sci, Golden, CO 80401 USA
关键词
linguistic queries; fuzzy approach to image retrieval; content-based retrieval; graph matching;
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
In this paper,ve present a fuzzy approach to content-based retrieval of segmented images. Our proposed methodology uses Fuzzy Attributed Relational Graphs (FARGs) and an efficient fuzzy graph matching algorithm (FGM). The graph matching algorithm is of low computational complexity and hence is suitable for content-based retrieval. Experimental results on random (sub)graph matching and content-based retrieval applications are also provided. The results indicate that the FARG-FGM framework of representing and retrieving images is efficient and accurate.
引用
收藏
页码:964 / 968
页数:5
相关论文
共 50 条
  • [1] Content-based image retrieval based on a fuzzy approach
    Krishnapuram, R
    Medasani, S
    Jung, SH
    Choi, YS
    Balasubramaniam, R
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2004, 16 (10) : 1185 - 1199
  • [2] A new approach in content-based image retrieval using fuzzy
    Heba Aboulmagd
    Neamat El-Gayar
    Hoda Onsi
    Telecommunication Systems, 2009, 40 : 55 - 66
  • [3] A FUZZY COMBINED LEARNING APPROACH TO CONTENT-BASED IMAGE RETRIEVAL
    Barrett, Samuel
    Chang, Ran
    Qi, Xiaojun
    ICME: 2009 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-3, 2009, : 838 - +
  • [4] A new approach in content-based image retrieval using fuzzy
    Aboulmagd, Heba
    El-Gayar, Neamat
    Onsi, Hoda
    TELECOMMUNICATION SYSTEMS, 2009, 40 (1-2) : 55 - 66
  • [5] Fuzzy content-based retrieval in image databases
    Gokcen, I
    Yazici, A
    Buckles, BP
    ADVANCES IN INFORMATION SYSTEMS, PROCEEDINGS, 2000, 1909 : 226 - 237
  • [6] Fuzzy SVM for content-based image retrieval
    Wu, Kui
    Yap, Kiin-Hui
    IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, 2006, 1 (02) : 10 - 16
  • [7] Fuzzy content-based retrieval in image databases
    Wu, JK
    Narasimhalu, AD
    INFORMATION PROCESSING & MANAGEMENT, 1998, 34 (05) : 513 - 534
  • [8] Content-based image retrieval by a fuzzy scale-space approach
    Ceccarelli, Michele
    Musacchia, Francesco
    Petrosino, Alfredo
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2006, 20 (06) : 849 - 867
  • [9] Fuzzy aggregation of image features in content-based image retrieval
    Kushki, A
    Androutsos, P
    Plataniotis, KN
    Venetsanopoulos, AN
    2002 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, 2002, : 909 - 912
  • [10] Hybrid approach for content-based image retrieval
    Theetchenya, S.
    Ramasubbareddy, Somula
    Sankar, S.
    Basha, Syed Muzamil
    International Journal of Data Science, 2021, 6 (01) : 45 - 56