Automatic counting of leukocytes in giemsa-stained images of peripheral blood smear

Proceedings - 2009 International Conference on Digital Image Processing, ICDIP 2009

Volumn , Issue , 2009, Pages 13-16

  Hamghalam, Mohammad ^a   Ayatollahi, Ahmad ^a  

^a IRAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Iran)

Author keywords

Analysis; Component; Dilation; Histogram; Leukocyte counting; Segmentation; Thresholding

Indexed keywords

ANALYSIS; COMPONENT; DILATION; HISTOGRAM; LEUKOCYTE COUNTING; SEGMENTATION; THRESHOLDING;

ABERRATIONS; BLOOD; IMAGE PROCESSING; IMAGING SYSTEMS;

DIGITAL IMAGE STORAGE;

EID: 70449401660     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDIP.2009.9     Document Type: Conference Paper

References (13)

1. Saif Zahir, Rejaul Chowdhury, and Geoffrey W.Payne, "Automated Assessment of Erythrocyte Disorders Using Artificial Neural Network", IEEE International Symposium on Signal Processing and Information Technology, 2006.
2. Silvia Halim, Timo R. Bretschneider, Yikun Li, Peter R. Preiser and Claudia Kuss, "Estimating Malaria Parasitaemia from Blood Smear Images, IEEE ICARCV 2006.
3. Refai, H., Li, L., Teague, T.K., and Naukam, R., "Automatic count of hepatocytes in microscopic images," Proceedings of the International Conference on Image Processing, 2, pp. 1101-1104, September 2003.
4. FANG Yi, ZHENG Chongxun, PAN Chen and LIU Li, "White Blood Cell Image Segmentation Using On-line Trained Neural Network", Proceedings of the IEEE Engineering in Medicine and Biology 27th Annual Conference Shanghai, China, September 1-4, 2005.
5. C.Ruberto, A.Dempster, S.Khan and B.Jarra, "Analysis of blood cell images using morphological operators," Image and Vision Computing., vol.20, pp.133-146, 2002.
6. Q.Liano, and Y.Deng, "An Accurate Segmentation Method for White Blood Cell Images," IEEE Conf. Biomedical Imaging, pp.245-248, 2002.
7. N. Otsu, "A threshold selection method from graylevel histograms," IEEE Transactions on Systems, Man, and Cybernetics 9(1), pp. 62-66, 1979.
8. K. Wu, D. Gauthier, and M. Levine, "Live cell image segmentation," IEEE Transactions on Biomedical Engineering 42(1), pp. 1-12, 1995.
9. T. Markiewicz, S. Osowski, L. Moszczyski, and R. Satat1, "Myelogenous leukemia cell image preprocessing for feature generation," in 5th International Workshop on Computational Methods in Electrical Engineering, pp. 70-73, 2003.
10. D. Comaniciu and P. Meer, "Cell image segmentation for diagnostic pathology," Advanced algorithmic approaches to medical image segmentation: State-ofthe-art applications in cardiology, neurology, mammography and pathology, pp. 541-558, 2001.
11. V.Meas-Yedid, F. Cloppet, A. Roumier, A. Alcover, J.-C. Olivo-Marin, and G.Stamon, "Quantitative microscopic image analysis by active contours," in VI 2001 Vision Interface Annual Conference on Medical Applications, 2001.
12. Fatemeh Zamani, Reza Safabakhsh, "An unsupervised GVF Snake Approach for White Blood Cell Segmentation based on Nucleus", Signal Processing, The 8th International Conference on ICSP2006 Proceedings, 2006 .
13. Rafael C. Gonzalez, Richard E. Woods, Digital Image Processing, Second Edition Publishing House of Electronics Industry, 2002.