Use of a JPEG-2000 wavelet compression scheme for content-based ophtalmologic retinal images retrieval.

被引：6
|
作者：
Lamard, Mathieu [1 ]
Daccache, Wissam [1 ]
Cazuguel, Guy [1 ]
Roux, Christian [1 ]
Cochener, Beatrice [1 ]
机构：
[1] CHU Morvan, INSERM, U650, Lab Traitement Informat Med, F-29609 Brest, France
来源：
2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7 | 2005年
关键词：
D O I：
10.1109/IEMBS.2005.1615341
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
In this paper we propose a content based image retrieval method for diagnosis aid in diabetic retinopathy. We characterize images without extracting significant features, and use histograms obtained from the compressed images in JPEG-2000 wavelet scheme to build signatures. The research is carried out by calculating signature distances between the query and database images. A weighted distance between histograms is used. Retrieval efficiency is given for different standard types of JPEG-2000 wavelets, and for different values of histogram weights. A classified diabetic retinopathy image database is built allowing algorithms tests. On this image database, results are promising: the retrieval efficiency is higher than 70% for some lesion types.
引用
收藏
页码：4010 / 4013
页数：4
相关论文
共 23 条
  • [21] 2D-h trees: An index scheme for content-based retrieval of images in multimedia systems
    Niu, YP
    Ozsu, MT
    Li, XB
    1997 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT PROCESSING SYSTEMS, VOLS 1 & 2, 1997, : 1710 - 1715
  • [22] Performance Comparison of Various Feature Detector-Descriptor Combinations for Content-based Image Retrieval with JPEG-encoded Query Images
    Chao, Jianshu
    Al-Nuaimi, Anas
    Schroth, Georg
    Steinbach, Eckehard
    2013 IEEE 15TH INTERNATIONAL WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING (MMSP), 2013, : 29 - 34
  • [23] The Implementation of Wavelet-based Medical Image Compression Using JPEG2000 Image Coding Standard on a Grid Computing Scheme Utilizing Condor Distributed Batch System
    Bangun, P. R.
    Surbakti, N.
    Suksmono, A. B.
    Mengko, T. L. R.
    4TH KUALA LUMPUR INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING 2008, VOLS 1 AND 2, 2008, 21 (1-2): : 570 - +
123