Study on image segmentation for blood cells based on an adaptive and multi-scale thresholding approach

被引：0
|
作者：
Wang, H.J. [1 ]
Zheng, C.X. [1 ]
Yan, X.G. [1 ]
机构：
[1] Acad. of Eng. Sci., Xi'an Jiaotong Univ., Xi'an 710049, China
来源：
Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University | 2001年 / 35卷 / 04期
关键词：
Adaptive algorithms - Cells;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Based on an adaptive and scale space filter (ASSF), thresholding approach is proposed for automatic segmentation of blood cell images. Apply ASSF to image-histogram, a scale space image is built. According to the properties of the scale space image, a proper scale of filter is obtained. The valleys are gradually located from coarse level to fine level and the location of valleys are applied to the histogram-based segmentation. A relaxation-based postprocessing is employed for the segmented regions. The results show that the proposed algorithm is effective and robust.
引用
收藏
页码：390 / 393
相关论文
共 50 条
  • [21] Adaptive image segmentation based on fast thresholding and image merging
    Zhang, Ye
    Qu, Hongsong
    Wang, Yanjie
    ICAT 2006: 16TH INTERNATIONAL CONFERENCE ON ARTIFICIAL REALITY AND TELEXISTENCE - WORSHOPS, PROCEEDINGS, 2006, : 308 - +
  • [22] A multi-band approach to unsupervised scale parameter selection for multi-scale image segmentation
    Yang, Jian
    Li, Peijun
    He, Yuhong
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2014, 94 : 13 - 24
  • [23] Unsupervised image segmentation evaluation and refinement using a multi-scale approach
    Johnson, Brian
    Xie, Zhixiao
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2011, 66 (04) : 473 - 483
  • [24] Regularization of PET reconstruction using multi-scale adaptive thresholding
    Jin, YP
    Esser, P
    Aikawa, T
    Kuang, B
    Duan, S
    Laine, A
    PROCEEDINGS OF THE 26TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2004, 26 : 1616 - 1619
  • [25] Fast Image Segmentation Based on Adaptive Histogram Thresholding
    Mirkazemi, Abolfazl
    Alavi, S. Enayatolah
    Akbarizadeh, Gholamreza
    2015 INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND SIGNAL PROCESSING (AISP), 2015, : 165 - 169
  • [26] Automatic Image Registration Based on Shape Features and Multi-Scale Image Segmentation
    Sui, Haigang
    Song, Zhina
    Gao, Dongsheng
    Hua, Li
    2017 2ND INTERNATIONAL CONFERENCE ON MULTIMEDIA AND IMAGE PROCESSING (ICMIP), 2017, : 118 - 122
  • [27] Multi-scale morphological simplification for image segmentation
    Lu, GM
    Yang, Z
    2000 5TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I-III, 2000, : 484 - 487
  • [28] Real time image segmentation using an adaptive thresholding approach
    Arques, P.
    Aznar, F.
    Pujol, M.
    Rizo, R.
    CURRENT TOPICS IN ARTIFICIAL INTELLIGENCE, 2006, 4177 : 389 - 398
  • [29] Multi-scale Image Co-segmentation
    Es-Salhi, Rachida
    Daoudi, Imane
    Weber, Jonathan
    El Ouardi, Hamid
    Tallal, Saida
    Medromi, Hicham
    ADVANCES IN UBIQUITOUS NETWORKING, 2016, 366 : 381 - 390
  • [30] REPRESENTATION OF IMAGE CONTENT WITH MULTI-SCALE SEGMENTATION
    Zhang, Jing
    Zhao, Ya-Xin
    Li, Da
    Chen, Zhi-Hua
    Yuan, Yu-Bo
    PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOLS 1-4, 2013, : 1552 - 1555
12345