Hierarchical color image region segmentation for content-based image retrieval system

被引:74
作者
Fuh, CS [1 ]
Cho, SW [1 ]
Essig, K [1 ]
机构
[1] Natl Taiwan Univ, Dept Comp Sci & Informat Engn, Taipei 10764, Taiwan
关键词
color; feature extraction; hierarchical relationships; region extraction; region merging;
D O I
10.1109/83.817608
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 work, we propose a model of a content-based image retrieval system by using the new idea of combining a color segmentation with relationship trees and a corresponding tree-matching method. We retain the hierarchical relationship of the regions in an image during segmentation. Using the information of the relationships and features of the regions, we can represent the desired objects in images more accurately. In retrieval, vee compare not only region features but also region relationships.
引用
收藏
页码:156 / 162
页数:7
相关论文
共 50 条
  • [41] Research on Related Technology of Content-Based Image Retrieval
    Dong, Yubing
    Li, Mingjing
    Li, Baichuan
    RENEWABLE ENERGY AND ENVIRONMENTAL TECHNOLOGY, PTS 1-6, 2014, 448-453 : 3616 - 3620
  • [42] Comparative study on Content-Based Image Retrieval (CBIR)
    Khan, Sumaira Muhammad Hayat
    Hussain, Ayyaz
    Alshaikhli, Imad Fakhri Taha
    2012 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE APPLICATIONS AND TECHNOLOGIES (ACSAT), 2012, : 61 - 66
  • [43] Research Progress on Content-Based Medical Image Retrieval
    Yang Feng
    Wei Guohui
    Cao Hui
    Xing Mengmeng
    Liu Jing
    Zhang Junzhong
    LASER & OPTOELECTRONICS PROGRESS, 2020, 57 (06)
  • [44] Statistical shape features for content-based image retrieval
    Brandt, S
    Laaksonen, J
    Oja, E
    JOURNAL OF MATHEMATICAL IMAGING AND VISION, 2002, 17 (02) : 187 - 198
  • [45] Content-based Image Retrieval using Gabor Filtering
    Barbu, Tudor
    PROCEEDINGS OF THE 20TH INTERNATIONAL WORKSHOP ON DATABASE AND EXPERT SYSTEMS APPLICATION, 2009, : 236 - 240
  • [46] An Introduction to Content-based Image Retrieval (Invited paper)
    Schaefer, Gerald
    2013 EIGHTH INTERNATIONAL CONFERENCE ON DIGITAL INFORMATION MANAGEMENT (ICDIM), 2013, : 4 - 6
  • [47] Research progress of content-based fabric image retrieval
    Zhang, Ning
    Xiang, Jun
    Wang, Lei
    Pan, Ruru
    TEXTILE RESEARCH JOURNAL, 2023, 93 (5-6) : 1401 - 1418
  • [48] Unsupervised rank diffusion for content-based image retrieval
    Guimaraes Pedronette, Daniel Carlos
    Torres, Ricardo da S.
    NEUROCOMPUTING, 2017, 260 : 478 - 489
  • [49] Research and Improvement of Content-Based Image Retrieval Framework
    Hou, Yong
    Wang, Qingjun
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2018, 32 (12)
  • [50] Series feature aggregation for content-based image retrieval
    Zhang, Jun
    Ye, Lei
    COMPUTERS & ELECTRICAL ENGINEERING, 2010, 36 (04) : 691 - 701