Content-based image retrieval from large medical databases

被引:13
|
作者
Kak, A [1 ]
Pavlopoulou, C [1 ]
机构
[1] Purdue Univ, Sch Elect & Comp Engn, W Lafayette, IN 47907 USA
来源
FIRST INTERNATIONAL SYMPOSIUM ON 3D DATA PROCESSING VISUALIZATION AND TRANSMISSION | 2002年
关键词
medical CBIR; feature design; hierarchical retrieval; interactive boundary delineation;
D O I
10.1109/TDPVT.2002.1024053
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The main goal of content based image retrieval is to efficiently retrieve images that are visually similar to a query image. In this paper we will focus on content based image retrieval from large medical databases, outline the problems specific to this area, and describe the recent advances in the field. We will also present some of the more significant results obtained with ASSERT (Automatic Search and Selection Engine with Retrieval Tools), the content based image retrieval system developed in our laboratory.
引用
收藏
页码:138 / 147
页数:10
相关论文
共 50 条
  • [1] Content-based retrieval in large image databases
    Hacid, Hakim
    Zighed, Djamel A.
    2006 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING, 2006, : 498 - +
  • [2] Medical image databases: A content-based retrieval approach
    Tagare, HD
    Jaffe, CC
    Duncan, J
    JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 1997, 4 (03) : 184 - 198
  • [3] An environment for content-based image retrieval from large spatial databases
    Agouris, P
    Carswell, J
    Stefanidis, A
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 1999, 54 (04) : 263 - 272
  • [4] Wavelet optimization for content-based image retrieval in medical databases
    Quellec, G.
    Lamard, M.
    Cazuguel, G.
    Cochener, B.
    Roux, C.
    MEDICAL IMAGE ANALYSIS, 2010, 14 (02) : 227 - 241
  • [5] SPIRS: A Framework for Content-based Image Retrieval from Large Biomedical Databases
    Hsu, William
    Long, L. Rodney
    Antani, Sameer
    MEDINFO 2007: PROCEEDINGS OF THE 12TH WORLD CONGRESS ON HEALTH (MEDICAL) INFORMATICS, PTS 1 AND 2: BUILDING SUSTAINABLE HEALTH SYSTEMS, 2007, 129 : 188 - +
  • [6] Hierarchical feature clustering for content-based retrieval in medical image databases
    Thies, C
    Malik, A
    Keysers, D
    Kohnen, M
    Fischer, B
    Lehmann, TM
    MEDICAL IMAGING 2003: IMAGE PROCESSING, PTS 1-3, 2003, 5032 : 598 - 608
  • [7] Indexing structures for content-based retrieval of large image databases: A review
    He, L
    Wu, LD
    Cai, YC
    Liu, YC
    INFORMATION RETRIEVAL TECHNOLOGY, PROCEEDINGS, 2005, 3689 : 626 - 634
  • [8] Fuzzy content-based retrieval in image databases
    Gokcen, I
    Yazici, A
    Buckles, BP
    ADVANCES IN INFORMATION SYSTEMS, PROCEEDINGS, 2000, 1909 : 226 - 237
  • [9] MUVIS:: A system for content-based indexing and retrieval in large image databases
    Cheikh, FA
    Cramariuc, B
    Reynaud, C
    Meng, QH
    Dragos-Adrian, B
    Hnich, B
    Gabbouj, M
    Kerminen, P
    Mäkinen, T
    Jaakkola, H
    STORAGE AND RETRIEVAL FOR IMAGE AND VIDEO DATABASES VII, 1998, 3656 : 98 - 106
  • [10] Fuzzy content-based retrieval in image databases
    Wu, JK
    Narasimhalu, AD
    INFORMATION PROCESSING & MANAGEMENT, 1998, 34 (05) : 513 - 534