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
来源
2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4 | 2006年
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
  • [1] A novel multiresolution color image segmentation technique and its application to dermatoscopic image segmentation
    Gao, J
    Zhang, J
    Fleming, MG
    2000 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, 2000, : 408 - 411
  • [2] Principal Color and its Application to Color Image Segmentation
    Abadpour, A.
    Kasaei, S.
    SCIENTIA IRANICA, 2008, 15 (02) : 238 - 245
  • [3] A color image segmentation algorithm and its application
    Miao, ZJ
    Yuan, BZ
    Proceedings of the 8th Joint Conference on Information Sciences, Vols 1-3, 2005, : 596 - 599
  • [4] A Color Based Image Segmentation and its Application to Text Segmentation
    Roy, Anandarup
    Parui, Swapan Kumar
    Paul, Amitav
    Roy, Utpal
    SIXTH INDIAN CONFERENCE ON COMPUTER VISION, GRAPHICS & IMAGE PROCESSING ICVGIP 2008, 2008, : 313 - +
  • [5] White Blood Cell Image Segmentation Based on Color Component Combination and Contour Fitting
    Wang, Chuansheng
    Zhang, Hong
    Li, Zuoyong
    Zhou, Xiaogen
    Cheng, Yong
    Chen, Rongyan
    CURRENT BIOINFORMATICS, 2020, 15 (05) : 463 - 471
  • [6] A COLOR HISTOGRAM MEASURE AND ITS APPLICATION TO IMAGE SEGMENTATION
    Zheng, Yongjun
    Zheng, Liying
    Shi, Daming
    Barn, Balbir
    PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOLS 1-4, 2013, : 1480 - 1482
  • [7] Feature-Weighted Mountain Method with Its Application to Color Image Segmentation
    Hung W.-L.
    Yang M.-S.
    Yu J.
    Hwang C.-M.
    International Journal of Computational Intelligence Systems, 2011, 4 (5) : 1002 - 1011
  • [8] Feature-Weighted Mountain Method with Its Application to Color Image Segmentation
    Hung, Wen-Liang
    Yang, Miin-Shen
    Yu, Jian
    Hwang, Chao-Ming
    ROUGH SET AND KNOWLEDGE TECHNOLOGY (RSKT), 2010, 6401 : 537 - 544
  • [9] Color C-V method and its application in segmentation of halftone image
    Institute of Image Processing and Pattern Recognition, Shanghai Jiaotong University, Shanghai 200030, China
    Jisuanji Gongcheng, 2006, 16 (180-182):
  • [10] Feature-Weighted Mountain Method with Its Application to Color Image Segmentation
    Hung, Wen-Liang
    Yang, Miin-Shen
    Yu, Jian
    Hwang, Chao-Ming
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2011, 4 (05) : 1002 - 1011