- Tytuł:
- Segmentation of breast cancer fine needle biopsy cytological images
- Autorzy:
-
Hrebień, M.
Steć, P.
Nieczkowski, T.
Obuchowicz, A. - Powiązania:
- https://bibliotekanauki.pl/articles/907946.pdf
- Data publikacji:
- 2008
- Wydawca:
- Uniwersytet Zielonogórski. Oficyna Wydawnicza
- Tematy:
-
segmentacja obrazów
algorytm działów wodnych
aktywne kontury
obraz cytologiczny
transformata Hough'a
automat komórkowy
metoda GrowCut
cytological image segmentation
Hough transform
watershed algorithm
active contours
cellular automata GrowCut method - Opis:
- This paper describes three cytological image segmentation methods. The analysis includes the watershed algorithm, active contouring and a cellular automata GrowCut method. One can also find here a description of image pre-processing, Hough transform based pre-segmentation and an automatic nuclei localization mechanism used in our approach. Preliminary experimental results collected on a benchmark database present the quality of the methods in the analyzed issue. The discussion of common errors and possible future problems summarizes the work and points out regions that need further research.
- Źródło:
-
International Journal of Applied Mathematics and Computer Science; 2008, 18, 2; 159-170
1641-876X
2083-8492 - Pojawia się w:
- International Journal of Applied Mathematics and Computer Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł