OPTICS & OPTOELECTRONIC TECHNOLOGY, Volume. 20, Issue 3, 62(2022)

Image Segmentation of Leukocytes Based on Color Calibration and HSI Color Space

OUYANG Nan and CAO Yi-ping
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    References(15)

    [2] [2] Madhloom H T, Kareem S A, Ariffin H. An image processing application for the localization and segmentation of lymphoblast cell using peripheral blood images[J]. Journal of Medical Systems, 2012, 36(4): 2149-2158.

    [3] [3] Ramoser H, Laurain V, Bischof H, et al. Leukocyte segmentation and classification in blood-smear images[C]//2005 IEEE Engineering in Medicine and Biology 27th Annual Conference. IEEE, 2006: 3371-3374.

    [4] [4] Safuan S N M, Tomari M R M, Zakaria W N W. White blood cell (WBC) counting analysis in blood smear images using various color segmentation methods[J]. Measurement, 2018, 116: 543-555.

    [5] [5] Sapna S, Renuka A. Computer-aided system for Leukocyte nucleus segmentation and Leukocyte classification based on nucleus characteristics[J]. International Journal of Computers and Applications, 2020, 42(6): 622-633.

    [6] [6] Zhou X, Li Z, Wang C. Color space volume and superpixel based leukocyte image segmentation[C]//2019 10th International Conference on Information Technology in Medicine and Education (ITME). IEEE, 2019: 84-88.

    [7] [7] Roy R M, Ameer P M. Segmentation of leukocyte by semantic segmentation model: A deep learning approach[J]. Biomedical Signal Processing and Control, 2021, 65: 102385.

    [8] [8] Hafeez H, Yan P, Guoliang L. Image Processing Approach for Segmentation of WBC Nuclei based on K-Means Clustering[C]//2021 The 4th International Conference on Image and Graphics Processing, 2021: 175-181.

    [9] [9] Sudha K, Geetha P. Leukocyte segmentation in peripheral blood images using a novel edge strength cue-based location detection method[J]. Medical & Biological Engineering & Computing, 2020, 58(9): 1995-2008.

    [10] [10] Eom S, Kim S, Shin V, et al. Leukocyte segmentation in blood smear images using region-based active contours[C]//International Conference on Advanced Concepts for Intelligent Vision Systems. Springer, Berlin, Heidelberg, 2006: 867-876.

    [11] [11] Chan Y K, Tsai M H, Huang D C, et al. Leukocyte nucleus segmentation and nucleus lobe counting[J]. BMC Bioinformatics, 2010, 11(1): 1-18.

    [12] [12] Welch E, Moorhead R, Owens J K. Image processing using the HSI color space[C]//IEEE Proceedings of the Southeastcon’ 91. IEEE, 1991: 722-725.

    [13] [13] Rafael C Gonzalez, Richard E Woods, Steven L Eddins. Digital image processing using Matlab?[M]. McGraw Hill Education. , 2010.

    [14] [14] Dunning K, Safo A O. The ultimate Wright-Giemsa stain: 60 years in the making[J]. Biotechnic & Histochemistry, 2011, 86(2): 69-75.

    [15] [15] Gurbuz S, Kawakita M, Ando H. Color calibration for multi-camera imaging systems[C]//2010 4th International Universal Communication Symposium. IEEE, 2010: 201-206.

    [16] [16] Gajendra S, Jha B, Goel S, et al. Leishman and G iemsa stain: a new reliable staining technique for blood/bone marrow smears[J]. International Journal of Laboratory Hematology, 2015, 37(6): 774-782.

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    OUYANG Nan, CAO Yi-ping. Image Segmentation of Leukocytes Based on Color Calibration and HSI Color Space[J]. OPTICS & OPTOELECTRONIC TECHNOLOGY, 2022, 20(3): 62

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    Paper Information

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    Received: Nov. 19, 2021

    Accepted: --

    Published Online: Aug. 3, 2022

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    CSTR:32186.14.

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