A fuzzy query based image retrieval system

被引:0
|
作者
Nilufar, S [1 ]
Chen, L [1 ]
Kwan, HK [1 ]
机构
[1] Univ No British Columbia, Dept Comp Sci, Prince George, BC V2N 4Z9, Canada
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
An interactive content-based visual image retrieval system that can retrieve image using fuzzy description of colors and textures is presented in this paper. Each image in the image database is represented by its visual features: color and textual information. User can pose query in terms of colors and textures using natural language. As humans are more comfortable of using linguistic terms without caring about the finer differences between classes, fuzzy queries can be useful to allow the incorporation of linguistic terms into descriptions of color and texture match degree. The experimental results demonstrate the effectiveness of our system for retrieving images from a large image database.
引用
收藏
页码:1017 / 1021
页数:5
相关论文
共 50 条
  • [41] The design and implementation of a fuzzy retrieval interface for library bibliographic query system
    Chen, H.
    Li, F.
    Li, R.
    Zhang, Y.
    Xiangtan Kuangye Xueyuan Xuebao/Journal of Xiangtan Mining Institute, 2001, 16 (01): : 79 - 81
  • [42] An extensible query language for content based image retrieval based on lucene
    Pein, Raoul Pascal
    Lu, Joan
    Renz, Wolfgang
    2008 IEEE 8TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY, VOLS 1 AND 2, 2008, : 179 - +
  • [43] A GA-Based Fuzzy Recommender System for Region-Based Image Retrieval
    Chang, Tsun-Wei
    Huang, Yo-Ping
    Sandnes, Erode Elko
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2014, 16 (03) : 290 - 302
  • [44] Progressive Query Based Search and Retrieval in Large Image Archives
    Lakshmi, D. Rajya
    Damodaram, A.
    Babu, B. Raveendra
    Lal, J. A. Chandu
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2007, 7 (08): : 212 - 219
  • [45] Adaptive query shifting for content-based image retrieval
    Giacinto, G
    Roli, F
    Fumera, G
    MACHINE LEARNING AND DATA MINING IN PATTERN RECOGNITION, 2001, 2123 : 337 - 346
  • [46] Automatic query generation for content-based image retrieval
    Breiteneder, C
    Eidenberger, H
    2000 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, PROCEEDINGS VOLS I-III, 2000, : 705 - 708
  • [47] Content Based Image Retrieval using Query by Approximate Shape
    Deniziak, Stanislaw
    Michno, Tomasz
    PROCEEDINGS OF THE 2016 FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS (FEDCSIS), 2016, 8 : 807 - 816
  • [48] Query-by-gesture: An alternative content-based image retrieval query scheme
    Ko, BC
    Byun, H
    JOURNAL OF VISUAL LANGUAGES AND COMPUTING, 2002, 13 (04): : 375 - 390
  • [49] External query reformulation for text-based image retrieval
    Min, Jinming
    Jones, Gareth J. F.
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2011, 7024 LNCS : 249 - 260
  • [50] Retrieval Architecture with Classified Query for Content Based Image Recognition
    Das, Rik
    Thepade, Sudeep
    Bhattacharya, Subhajit
    Ghosh, Saurav
    APPLIED COMPUTATIONAL INTELLIGENCE AND SOFT COMPUTING, 2016, 2016