A pyramidal approach to content-based image retrieval

被引：0
|
作者：
Li, Ze-Nian [1 ]
机构：
[1] Simon Fraser Univ, Sch Comp Sci, Burnaby, BC V5A 1S6, Canada
来源：
GMAI 2007: GEOMETRIC MODELING AND IMAGING, PROCEEDINGS | 2007年
关键词：
D O I：
10.1109/GMAI.2007.8
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Search based on image contents is an important issue in large image and video databases. In this paper two methods for a better content-based image retrieval (CBIR) are presented, namely the use of recognition kernel and locales. Features of model objects are extracted at levels that are most appropriate to yield only, the necessary yet sufficient details, together they form the kernel. Instead of relying on image segmentation, a method of feature localization based on locales is developed. It is shown that the deployment of the recognition kernel and locales in a pyramidal (multiresolution) framework delivers good retrieval results.
引用
收藏
页码：109 / 114
页数：6
相关论文
共 50 条
  • [1] A new approach to content-based image retrieval
    You, J
    Cheung, KH
    Li, L
    Liu, J
    [J]. COMPUTER APPLICATIONS IN INDUSTRY AND ENGINEERING, 2002, : 53 - 56
  • [2] Hybrid approach for content-based image retrieval
    Theetchenya, S.
    Ramasubbareddy, Somula
    Sankar, S.
    Basha, Syed Muzamil
    [J]. International Journal of Data Science, 2021, 6 (01) : 45 - 56
  • [3] A hierarchical approach to content-based image retrieval
    You, J
    Cheung, KH
    Liu, J
    [J]. CISST'03: PROCEEDING OF THE INTERNATIONAL CONFERENCE ON IMAGING SCIENCE, SYSTEMS AND TECHNOLOGY, VOLS 1 AND 2, 2003, : 127 - 133
  • [4] A hierarchical content-based image retrieval approach
    Xiong, XJ
    Chan, KL
    [J]. STORAGE AND RETRIEVAL FOR MEDIA DATABASES 2001, 2001, 4315 : 437 - 448
  • [5] A fuzzy approach to content-based image retrieval
    Medasani, S
    Krishnapuram, R
    [J]. IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS, PROCEEDINGS VOL 2, 1999, : 964 - 968
  • [6] A new representation system for content-based image retrieval: The pyramidal graph
    Dombre, J
    Richard, N
    Fernandez-Maloigne, C
    [J]. CGIV'2002: FIRST EUROPEAN CONFERENCE ON COLOUR IN GRAPHICS, IMAGING, AND VISION, CONFERENCE PROCEEDINGS, 2002, : 384 - 389
  • [7] Content-based image retrieval based on a fuzzy approach
    Krishnapuram, R
    Medasani, S
    Jung, SH
    Choi, YS
    Balasubramaniam, R
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2004, 16 (10) : 1185 - 1199
  • [8] A Color Image Representation Approach for Content-Based Image Retrieval
    Liu, Cheng-Hsien
    Lee, Chang-Hsing
    Shih, Jau-Ling
    Han, Chin-Chuan
    [J]. 2019 SEVENTH INTERNATIONAL SYMPOSIUM ON COMPUTING AND NETWORKING (CANDAR 2019), 2019, : 45 - 53
  • [9] A color image segmentation approach for content-based image retrieval
    Ozden, Mustafa
    Polat, Ediz
    [J]. PATTERN RECOGNITION, 2007, 40 (04) : 1318 - 1325
  • [10] An Approach of Content-Based Image Retrieval based on Image Salient Region
    Wang, Cheng-Si
    Han, Guo-Qiang
    Wo, Yan
    Liu, Lv-Ming
    [J]. 2010 6TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS NETWORKING AND MOBILE COMPUTING (WICOM), 2010,
12345