A novel color image segmentation method and its application to white blood cell image analysis

被引:0
|
作者
Wu, Jianhua [1 ]
Zeng, Pingping [2 ]
Zhou, Yuan [1 ]
Olivier, Christian [3 ]
机构
[1] Nanchang Univ, Informat Engn Sch, Nanchang 330029, Peoples R China
[2] Jiangxi Bluesky Univ, Dept ELEC, Nanchang 330098, Jiangxi, Peoples R China
[3] Univ Poitiers, SIC Lab, Poitiers, France
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
According to the fact that the H component in HSI color space contains most of the white blood cell information, and the S component contains the structure information of the white blood cell nucleus, we develop an iterative Otsu's approach based on circular histogram for the leukocyte segmentation by taking full advantage of this knowledge. Experimental results show that this method works successfully in the segmentation of color smear microscopic images.
引用
收藏
页码:945 / +
页数:2
相关论文
共 50 条
  • [11] An image segmentation method for immune cell image analysis
    Jiang, ZG
    Xie, FY
    Zhou, XK
    SECOND INTERNATION CONFERENCE ON IMAGE AND GRAPHICS, PTS 1 AND 2, 2002, 4875 : 610 - 613
  • [12] A novel multifractal estimation method and its application to remote image segmentation
    Du, G
    Yeo, TS
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2002, 40 (04): : 980 - 982
  • [13] Image segmentation metric and its application in the analysis of microscopic image
    Ma B.-Y.
    Jiang S.-F.
    Yin D.
    Shen H.-K.
    Ban X.-J.
    Huang H.-Y.
    Wang H.
    Xue W.-H.
    Feng H.
    Gongcheng Kexue Xuebao/Chinese Journal of Engineering, 2021, 43 (01): : 137 - 149
  • [14] A new method for building adaptive Bayesian trees and its application in color image segmentation
    Schu, Guilherme
    Scharcanski, Jacob
    EXPERT SYSTEMS WITH APPLICATIONS, 2018, 98 : 57 - 71
  • [15] An Automatic Method for Sublingual Image Segmentation and Color Analysis
    Yang, Zhecheng
    Gu, Hongyu
    Chen, Hong
    2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC, 2023,
  • [16] An interactive image segmentation method based on dynamic programming and its application in medical image analysis
    Zhuge, Y
    Tian, J
    Liu, NN
    Hu, ZG
    Dai, RW
    FOURTEENTH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1 AND 2, 1998, : 1558 - 1560
  • [17] Comparative Analysis on Blood Cell Image Segmentation
    Muda, T. Zalizam T.
    Salam, Rosalina Abdul
    PROCEEDINGS OF THE 2ND INTERNATIONAL SYMPOSIUM ON COMPUTER, COMMUNICATION, CONTROL AND AUTOMATION, 2013, 68 : 474 - 477
  • [18] An Improved Segmentation Method for Color Image
    Shi Dongcheng
    Kan Guohui
    Liang Chao
    2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL I, PROCEEDINGS, 2008, : 453 - 456
  • [19] An Image Segmentation Method Based on Luminance Distribution and Its Application to Image Enhancement
    Kinoshita, Yuma
    Kiya, Hitoshi
    2018 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2018, : 865 - 870
  • [20] Image Segmentation of Teeth Region by Color Image Analysis
    Lee, Seong-Taek
    Kim, Kyeong-Seop
    Yoon, Tae-Ho
    Kim, Kee-Deog
    Park, Wonse
    Transactions of the Korean Institute of Electrical Engineers, 2009, 58 (06): : 1207 - 1214