- Tytuł:
- Selected aspects of corneal endothelial segmentation quality
- Autorzy:
-
Piorkowski, A.
Nurzynska, K.
Boldak, C.
Reska, D.
Gronkowska-Serafin, J. - Powiązania:
- https://bibliotekanauki.pl/articles/333738.pdf
- Data publikacji:
- 2015
- Wydawca:
- Uniwersytet Śląski. Wydział Informatyki i Nauki o Materiałach. Instytut Informatyki. Zakład Systemów Komputerowych
- Tematy:
-
corneal endothelial
cell segmentation
binarization
śródbłonek rogówki
segmentacja komórki
binaryzacja - Opis:
- The number and shape of cells in endothelium layer is highly correlated with the quality of vision. Therefore, its precise and automatic description plays an important role in medicine. This work presents several aspects of image processing of endothelium layer acquired by specular microscope. The comparison of cell selection accuracy is discussed using two different approaches to solve this problem: convolution filtering methods, and snake-based method. Moreover, for verification results generated by dedicated software, supplied with the microscope, were utilized. Next, the precise segmentation method is applied to improve the segmentation. The results are inspected visually, but also CV, H, and CVSL parameters, used in medicine, are calculated. The research concludes that general visual outcomes achieved by all segmentation approaches give similar results, however deep insight into cell outline position reveals some differences, which were partially removed after precise segmentation application. The analysis of parameter values show high stability of CV and CVSL parameters.
- Źródło:
-
Journal of Medical Informatics & Technologies; 2015, 24; 155-163
1642-6037 - Pojawia się w:
- Journal of Medical Informatics & Technologies
- Dostawca treści:
- Biblioteka Nauki
Artykuł