Towards Automated Cell Segmentation in Corneal Endothelium Images
作者： Adam Piórkowski , Jolanta Gronkowska-Serafin
DOI: 10.1007/978-3-319-10662-5_22
关键词:
摘要: This article addresses the problem of corneal endothelium image segmentation. The aim is an objective determination boundaries between cells. has not been solved yet as a fully automatic process, majority commercial software requires additional correction by ophthalmologist.
springer.com
sci-hub.st 参考文章(14)
Jolanta Gronkowska-Serafin, Adam Piórkowski, Corneal Endothelial Grid Structure Factor Based on Coefficient of Variation of the Cell Sides Lengths IP&C. pp. 13- 19 ,(2014) , 10.1007/978-3-319-01622-1_2
J V Aquavella, L E Lohman, G N Rao, Cell size-shape relationships in corneal endothelium. Investigative Ophthalmology & Visual Science. ,vol. 22, pp. 271- 274 ,(1982)
R. Tadeusiewicz, M. Ogiela, Artificial intelligence methods in shape feature analysis of selected organs in medical images Image Processing and Communications. ,vol. 6, pp. 3- 11 ,(2000)
B. Płaczek, Rough sets in identification of cellular automata for medical image processing Journal of Medical Informatics and Technologies. ,vol. 22, ,(2013)
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
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
Guillermo Ayala, ME Dıaz, L Martınez-Costa, None, Granulometric moments and corneal endothelium status Pattern Recognition. ,vol. 34, pp. 1219- 1227 ,(2001) , 10.1016/S0031-3203(00)00074-1
Michael J. Doughty, The ambiguous coef f icient of variation: Polymegethism of the corneal endothelium and central corneal thickness International Contact Lens Clinic. ,vol. 17, pp. 240- 248 ,(1990) , 10.1016/0892-8967(90)90064-M
Michael J. Doughty, Concerning the symmetry of the ‘hexagonal’ cells of the corneal endothelium Experimental Eye Research. ,vol. 55, pp. 145- 154 ,(1992) , 10.1016/0014-4835(92)90102-X