Fine needle biopsy material segmentation with hough transform and active contouring technique

• Autorzy: Hrebień M. , Steć P.
• Języki publikacji: EN

Abstrakty

EN

This paper describes a hybrid segmentation method of cytological images for their analysis by means of Hough transform and Active Contours methods. One also can find there a short description of image preprocessing that was recommended for preliminary experiments organisation. The results were collected by a specifically prepared benchmarking database.

Słowa kluczowe

EN

cytology; image processing; segmentation

PL

cytologia; przetwarzanie obrazu; segmentacja

• Wydawca: University of Silesia, Institute of Informatics, Computer Systems Department
• Czasopismo: Journal of Medical Informatics & Technologies
• Rocznik: 2006
• Tom: Vol. 10
• Strony: 25--34
• Opis fizyczny: Bibliogr. 12 poz., fig.

Twórcy

autor

Hrebień M.

• Institute of Control and Computation Engineering University of Zielona Góra, ul. Podgórna 50, 65-246 Zielona Góra

autor

Steć P.

Bibliografia

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• [4] MADISETTI V., WILLIAMS D., The Digital Signal Processing Handbook, CRC Press, 1997.
• [5] MARCINIAK A., OBUCHOWICZ A., MONCZAK R., KOŁODZIŃSKI M., Cytomorphometry of Fine Needle Biopsy Material from the Breast Cancer, Proc. of the 4th Int. Conf. on Comp. Recogn. Systems CORES'05, Adv. in Soft Computing, pp. 603-609, Springer, 2005.
• [6] PRATT W., Digital Image Processing, John Wiley & Sons, 2001.
• [7] RUSS J., The Image Processing Handbook, CRC Press, 1999.
• [8] SETHIAN J., Fast marching methods, SIAM Review, Vol. 41, No. 2, 1999.
• [9] STEĆ P., DOMAŃSKI M., Video Frame Segmentation Using Competitive Contours, Proc. of the 13th European Signal Processing Conference, Antalya, Turkey, 2005.
• [10] TADEUSIEWICZ R., Vision Systems of Industrial Robots, WNT, 1992 (in Polish).
• [11] TOFT P., The Radon Transform, Ph.D. Thesis, Technical University of Denmark, 1996.
• [12] ŻORSKI W., Image Segmentation Methods Based on the Hough Transform, Studio GiZ W-wa, 2000 (in Polish).