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Volumn 17, Issue 1-2, 2008, Pages 187-200

Leukocyte segmentation and SVM classification in blood smear images

Author keywords

Cytometry; Feature extraction; Multiclass SVM

Indexed keywords

CELLS; CLASSIFICATION (OF INFORMATION); DIAGNOSIS; HEALTH; IMAGE ENHANCEMENT; IMAGE QUALITY; SUPPORT VECTOR MACHINES;

EID: 49549090680     PISSN: 12300535     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (13)

References (20)
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  • 2
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    • The Annals of Statistics , vol.26 , Issue.2 , pp. 451-471
    • Hastie, T.1    Tibshirani, R.2
  • 11
    • 1542315228 scopus 로고    scopus 로고
    • A novel white blood cell segmentation scheme using scale-space filtering and watershed clustering
    • 2003
    • 2003 Jiang K., Liao Q.-M., Dai S.-Y.: A novel white blood cell segmentation scheme using scale-space filtering and watershed clustering. Proc. Int. Conf. on Machine Learning and Cybernetics, 5, 2820-2825.
    • Proc. Int. Conf. on Machine Learning and Cybernetics , vol.5 , pp. 2820-2825
    • Jiang, K.1    Liao, Q.-M.2    Dai, S.-Y.3
  • 14
    • 3142736062 scopus 로고    scopus 로고
    • Robust wide baseline stereo from maximally stable extremal regions
    • Matas J., Chum O., Urban M., Pajdla T.: Robust wide baseline stereo from maximally stable extremal regions. Int. Journal of Computer Vision, 22(10), 761-767.
    • Int. Journal of Computer Vision , vol.22 , Issue.10 , pp. 761-767
    • Matas, J.1    Chum, O.2    Urban, M.3    Pajdla, T.4
  • 15
    • 4644244175 scopus 로고    scopus 로고
    • Sabino D. M. U., da F Costa L. , Rizzatti E. G., Zago M. A.: A texture approach to leukocyte recognition. Real-Time Imaging, 10(4), 205-216.
    • Sabino D. M. U., da F Costa L. , Rizzatti E. G., Zago M. A.: A texture approach to leukocyte recognition. Real-Time Imaging, 10(4), 205-216.
  • 16
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    • Probability estimates for multi-class classification by pairwise coupling
    • Wu T.-F., Lin C.-J., Weng R. C.: Probability estimates for multi-class classification by pairwise coupling Journal of Machine Learning Research, 5, 975-1005.
    • Journal of Machine Learning Research , vol.5 , pp. 975-1005
    • Wu, T.-F.1    Lin, C.-J.2    Weng, R.C.3
  • 17
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    • Which is the Best Multiclass SVM Method? An Empirical Study
    • 2005
    • 2005 Duan K., Keerthi S. S.: Which is the Best Multiclass SVM Method? An Empirical Study. Multiple Classifier Systems, 278-285.
    • Multiple Classifier Systems , pp. 278-285
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  • 19
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    • Ushizima D. M., Lorena A. C., de Carvalho A. C. P. L. F.: Support vector machines applied to white blood cell recognition. Proc. Int. Conf. Hybrid Intelligent Systems 379-384.
    • Ushizima D. M., Lorena A. C., de Carvalho A. C. P. L. F.: Support vector machines applied to white blood cell recognition. Proc. Int. Conf. Hybrid Intelligent Systems 379-384.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.