Cell Detection in Corneal Endothelial Images Using Directional Filters
作者： Krzysztof Habrat , Magdalena Habrat , Jolanta Gronkowska-Serafin , Adam Piórkowski
DOI: 10.1007/978-3-319-23814-2_14
关键词:
摘要: The article presents an algorithm for the detection of corneal endothelium cells in images obtained with confocal microscopy (KH algorithm). Firstly, preprocessing issues are presented. proposed methodology is based on image processing algorithms, especially filters. method outputs that prepared further analysis, e.g. stereological measurements. Each step discussed detail and other methods digital compared to research results.
springer.com
sci-hub.st 参考文章(10)
Adam Piórkowski, Jolanta Gronkowska-Serafin, Towards Automated Cell Segmentation in Corneal Endothelium Images IP&C. pp. 179- 186 ,(2015) , 10.1007/978-3-319-10662-5_22
K. Charłampowicz, D. Reska, C. Bołdak, Automatic segmentation of corneal endothelial cells using active contours Advances in Computer Science Research. ,(2014)
J. Gronkowska-Serafin, A. Piórkowski, Selected issues of corneal endothelial image segmentation Journal of Medical Informatics and Technologies. ,vol. 17, ,(2011)
Jolanta Gronkowska-Serafin, Adam Piórkowski, Kamil Szostek, Problems of Corneal Endothelial Image Binarization Schedae Informaticae. ,vol. 20, pp. 211- 218 ,(2015) , 10.4467/20838476SI.11.012.0298
R. Nadachi, K. Nunokawa, Automated corneal endothelial cell analysis computer-based medical systems. pp. 450- 457 ,(1992) , 10.1109/CBMS.1992.245000
E Oblak, M.J Doughty, L Oblak, A semi-automated assessment of cell size and shape in monolayers, with optional adjustment for the cell-cell border width-application to human corneal endothelium. Tissue & Cell. ,vol. 34, pp. 283- 295 ,(2002) , 10.1016/S0040-8166(02)00022-8
Mohammad AU Khan, M Niazi, M Aurangzeb Khan, M Talal Ibrahim, Endothelial Cell Image Enhancement using Non-subsampled Image Pyramid Information Technology Journal. ,vol. 6, pp. 1057- 1062 ,(2007) , 10.3923/ITJ.2007.1057.1062
Francisco J. Sanchez-Marin, Automatic segmentation of contours of corneal cells. Computers in Biology and Medicine. ,vol. 29, pp. 243- 258 ,(1999) , 10.1016/S0010-4825(99)00010-4
Adam Piórkowski, Jolanta Gronkowska–Serafin, Towards Precise Segmentation of Corneal Endothelial Cells international conference on bioinformatics and biomedical engineering. pp. 240- 249 ,(2015) , 10.1007/978-3-319-16483-0_25
E. Poletti, A. Ruggeri, Segmentation of Corneal Endothelial Cells Contour through Classification of Individual Component Signatures IFMBE Proceedings. pp. 411- 414 ,(2014) , 10.1007/978-3-319-00846-2_102