Content-based image retrieval for medical imagery

被引:3
|
作者
Pavlopoulou, C [1 ]
Kak, A [1 ]
Brodley, C [1 ]
机构
[1] Purdue Univ, Sch Elect & Comp Engn, W Lafayette, IN 47907 USA
关键词
medical CBIF; feature design; hierarchical retrieval; interactive boundary delineation;
D O I
10.1117/12.487802
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
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:85 / 96
页数:12
相关论文
共 50 条
  • [1] Content-based Image Retrieval for Medical Image
    Zheng, Kaimei
    [J]. 2015 11TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2015, : 219 - 222
  • [2] Medical image description in content-based image retrieval
    Hong, Shao
    Cui Wen-Cheng
    Tang Li
    [J]. 2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2005, : 6336 - 6339
  • [3] A survey on content-based medical image retrieval
    Shen, Ye
    Li, Mindan
    Xia, Shunren
    [J]. Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2010, 22 (04): : 569 - 578
  • [4] Content-based Image Retrieval for Medical Application
    Ahmad, Wan Siti Halimatul Munirah Wan
    Zaki, Wan Mimi Diyana Wan
    Hussain, Aini
    Siong, Ling Chei
    Hing, Wong Erica Yee
    [J]. JURNAL KEJURUTERAAN, 2018, 30 (01): : 111 - 121
  • [5] Content-based image retrieval in medical applications
    Lehmann, TM
    Güld, MO
    Thies, O
    Fisher, B
    Spitzer, K
    Keysers, D
    Ney, H
    Kohnen, M
    Schubert, H
    Wein, BB
    [J]. METHODS OF INFORMATION IN MEDICINE, 2004, 43 (04) : 354 - 361
  • [6] Medical image indexing - Content-based retrieval
    Sivagnanam, S
    Jagdish, S
    Muthukumaran, B
    [J]. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING - 3, 2001, : 471 - 474
  • [7] Content-based image retrieval strategies for medical image libraries
    Ghanem, AM
    Rasmy, MEM
    Kadah, YM
    [J]. MEDICAL IMAGING: 2001: IMAGE PROCESSING, PTS 1-3, 2001, 4322 : 1046 - 1055
  • [8] Content-Based Medical Image Retrieval for Medical Radiology Images
    Barac, Dario
    Manojlovic, Teo
    Napravnik, Mateja
    Hrzic, Franko
    Saracevic, Mihaela Mamula
    Miletic, Damir
    Stajduhar, Ivan
    [J]. ARTIFICIAL INTELLIGENCE IN MEDICINE, PT II, AIME 2024, 2024, 14845 : 45 - 59
  • [9] Content-based image retrieval for medical infrared images
    Jones, BF
    Schaefer, G
    Zhu, SY
    [J]. PROCEEDINGS OF THE 26TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2004, 26 : 1186 - 1187
  • [10] Research Progress on Content-Based Medical Image Retrieval
    Yang Feng
    Wei Guohui
    Cao Hui
    Xing Mengmeng
    Liu Jing
    Zhang Junzhong
    [J]. LASER & OPTOELECTRONICS PROGRESS, 2020, 57 (06)