Detection of luminal contour using fuzzy clustering and mathematical morphology in intravascular ultrasound images

被引：0
|
作者：
Dos Santos Filho, Esmeraldo [1 ]
Yoshizawa, Makoto [1 ]
Tanaka, Akira [1 ]
Saijo, Yoshifumi [1 ]
Iwamoto, Takahiro [1 ]
机构：
[1] Tohoku Univ, Grad Sch Engn, Aoba Ku, Sendai, Miyagi 9808579, Japan
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：
暂无
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
An innovative application of fuzzy clustering and mathematical morphology for the problem of luminal contour detection in intravascular ultrasound images is presented. Median and standard deviation are used as features for segmentation process. Comparison was made with gold standard segmented images obtained from the average of images segmented by experienced medical doctors. Tests were carried out with 20 in vivo coronary images obtained from different patients. High correlation coefficients were found between lumen regions manually and automatically defined when area, mean gray level, and standard deviation of the lumen regions were compared.
引用
收藏
页码：3471 / 3474
页数：4
相关论文
共 50 条
  • [1] Exudate detection in retina images by mathematical morphology techniques and fuzzy clustering
    Detecção de exsudatos em imagens de retina por técnicas de morfologia matemática e agrupamento nebuloso
    1600, Sociedade Brasileira de Engenharia Biomedica, Caixa Postal 68510, Rio de Janeiro, RJ, 21941-972, Brazil (29):
  • [2] Moment-based texture segmentation of luminal contour in intravascular ultrasound images
    Dos Santos Filho E.
    Yoshizawa M.
    Tanaka A.
    Saijo Y.
    Iwamoto T.
    Journal of Medical Ultrasonics, 2005, 32 (3) : 91 - 99
  • [3] The potential of mathematical morphology for contour extraction from ultrasound images
    Hamdan, HM
    Youssef, AB
    Rasmy, ME
    PROCEEDINGS OF THE 18TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 18, PTS 1-5, 1997, 18 : 881 - 882
  • [4] AUTOMATIC DETECTION OF ARTERIAL LUMEN AND MEDIO-ADVENTITIAL BOUNDARIES IN INTRAVASCULAR ULTRASOUND IMAGES USING TEXTURAL OPERATORS AND MATHEMATICAL MORPHOLOGY
    MOJSILOVIC, A
    AMODA, N
    POPOVIC, M
    BABIC, R
    OSTOJIC, M
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 1994, : A3 - A3
  • [5] Corner detection of contour images using spectral clustering
    Li, Xi
    Hu, Weiming
    Zhang, Zhongfei
    2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7, 2007, : 1165 - +
  • [6] MELANOMA DETECTION USING FUZZY C-MEANS CLUSTERING COUPLED WITH MATHEMATICAL MORPHOLOGY
    Ali, Abder-Rahman
    Couceiro, Micael S.
    Hassenian, Aboul Ella
    2014 14TH INTERNATIONAL CONFERENCE ON HYBRID INTELLIGENT SYSTEMS (HIS), 2014, : 73 - 77
  • [7] Segmentation of Medical Images using Fuzzy Mathematical Morphology
    Bouchet, A.
    Pastore, J.
    Ballarin, V.
    JOURNAL OF COMPUTER SCIENCE & TECHNOLOGY, 2007, 7 (03): : 256 - 262
  • [8] Automatic Detection of Lumbar Spine from Ultrasound Images Using Fuzzy Clustering Techniques
    Umamaheswari, V
    Poonguzhali, S.
    RESEARCH JOURNAL OF PHARMACEUTICAL BIOLOGICAL AND CHEMICAL SCIENCES, 2016, 7 (04): : 920 - 929
  • [9] Improved fuzzy C-means clustering in the process of exudates detection using mathematical morphology
    Wisaeng, Kittipol
    Sa-ngiamvibool, Worawat
    SOFT COMPUTING, 2018, 22 (08) : 2753 - 2764
  • [10] Improved fuzzy C-means clustering in the process of exudates detection using mathematical morphology
    Kittipol Wisaeng
    Worawat Sa-ngiamvibool
    Soft Computing, 2018, 22 : 2753 - 2764
12345