Journal of Innovative Optical Health Sciences, Volume. 9, Issue 5, 1650016(2016)

Automatic counting method for complex overlapping erythrocytes based on seed prediction in microscopic imaging

Xudong Wei and Yiping Cao*
Author Affiliations
  • Department of Optical Electronics, Sichuan University Chengdu, Sichuan 610064, P. R. China
  • show less
    References(24)

    [1] [1] M. Thiriet, Tissue Functioning and Remodeling in the Circulatory and Ventilatory Systems, Biomathematical and biomechanical modeling of the circulatory and ventilatory systems 5, pp. 53–175 (2013).

    [2] [2] J. Picot, P. A. Ndour, "A biomimetic microfluidic chip to study the circulation and mechanical retention of red blood cells in the spleen," Am. J. Hematol. 90(4), 339–345 (2015).

    [3] [3] http://www.nlm.nih.gov/medlineplus/ency/article/ 003644.htm (site last visited on July 30, 2015).

    [4] [4] S. Shattil, B. Furie, H. Cohen, L. Silverstein, P.Glave, M. Strauss, Hematology: Basic Principles and Practice, Churchill Livingstone, Philadelphia, (2000).

    [5] [5] T. Wu, J. J. Feng, "Simulation of malaria-infected red blood cells in microfluidic channels: Passage and blockage," Biomicrofluidics 7(4), 044115 (2013).

    [6] [6] A. V. Buys, E. Pretorius, "Changes in red blood cell membrane structure in type 2 diabetes: A scanning electron and atomic force microscopy study," Cardiovasc. Diabetol. 12, 25 (2013).

    [7] [7] L. Da Costa, J. Galimand, O. Fenneteau, N. Mohandas, "Hereditary spherocytosis, elliptocytosis, and other red cell membrane disorders," Blood Rev. 27(4), 167–178 (2013).

    [8] [8] G. Tomaiuolo, "Biomechanical properties of red blood cells in health and disease towards micro- fluidics," Biomicrofluidics 8, 051501 (2014).

    [9] [9] Y. H. Lin, G. B. Lee, "Optically induced flow cytometry for continuous microparticle counting and sorting," Biosens. Bioelectron. 24, 572–578 (2008).

    [10] [10] I. V. Grishagin, "Automatic cell counting with image," J. Anal. Biochem. 473, 63–65 (2015).

    [11] [11] A. Dervieux, F. Thomasset, "A finite element method for the simulation of Rayleigh-Taylor instability," Lec. Notes Math. 771, 145–158 (1980).

    [12] [12] Z. Lu, "An improved joint optimization of multiple level set functions for the segmentation of overlapping cervical cells," IEEE Trans. Image Process. 24(4) 1261–1272 (2015).

    [13] [13] S. Rathore, A. Iftikhar, A. Ali, M. Hussain, A. Jalil, "Capture largest included Circles: An approach for counting red blood cells," IMTIC 2012, CCIS 281, 373–384 (2012).

    [14] [14] J. Ge, Z. Gong, Y. Sun, "A system for counting fetal and maternal red blood cells," IEEE Trans. Biomed. Eng. 61(12) 2823–2829 (2014).

    [15] [15] S. Tonti, S. Cataldo, A. Bottino, E. Ficarra, An automated approach to the segmentation of HEp-2 cells for the indirect immunofluorescence ANA test, Comput. Med. Imag. Graph. 40, 62–69 (2015).

    [16] [16] A. Genctava, S. Aksoy, S. Onderb, "Unsupervised segmentation and classification of cervical cell images," Pattern Recognit. 45, 4151–4168 (2012).

    [17] [17] Y. Yang, Y. Cao, W. Shi, "A method of leukocyte segmentation based on S component and B component images," J. Innov. Opt. Health Sci. 7(1) 1450007: 1–8 (2014).

    [18] [18] N. Otsu, "A threshold selection method from gray level histograms," IEEE Trans. Syst. Man Cybe. 9(1) 62–66 (1979).

    [19] [19] S. Nakano, T. Nakano, "Change in circularity index of cell lumen in a cross-section of wood induced by aqueous NaOH," J. Wood Sci. 60, 99–104 (2014).

    [20] [20] L. Galluccio, "Graph based k-means clustering," Signal Process. 92, 1970–1984 (2012).

    [21] [21] D. MacKay, Chapter 20. An Example Inference Task: Clustering, Information Theory, Inference and Learning Algorithms, pp. 284–292. (Cambridge University Press, UK, 2012).

    [22] [22] M. Mahajan, P. Nimbhorkar "The planar k-means problem is NP-hard," Lect. Notes Comput. Sci. 5431, 274–285 (2009).

    [23] [23] R. Biswas, J. Sil, "An improved canny edge detection algorithm based on type-2 fuzzy sets," Procedia Technol. 4, 820–824 (2012).

    [24] [24] H. Zhang, J. Jackman, "Feasibility of automatic detection of surface cracks in wind turbine blades," Wind Eng. 38(6) 575–586 (2014).

    Tools

    Get Citation

    Copy Citation Text

    Xudong Wei, Yiping Cao. Automatic counting method for complex overlapping erythrocytes based on seed prediction in microscopic imaging[J]. Journal of Innovative Optical Health Sciences, 2016, 9(5): 1650016

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Received: Jul. 31, 2015

    Accepted: Nov. 6, 2015

    Published Online: Dec. 27, 2018

    The Author Email: Cao Yiping (ypcao@scu.edu.cn)

    DOI:10.1142/s1793545816500164

    Topics