Corneal Endothelial Grid Structure Factor Based on Coefficient of Variation of the Cell Sides Lengths

Description of the corneal endothelial cell grid is a valuable diagnostic pointer, used in Ophthalmology. Until now, two quality factors were used: hexagonality (H) and the relative standard deviation of the cell surface (CV). Both the factors do not take into account the length measure of the grid cells, which has been presented in an article on the sample images. The authors propose an additional factor, the average relative standard deviation of the cell sides lengths (CVSL), which takes the cells non-uniformity into account.

[1]  Ryszard Tadeusiewicz,et al.  Computer Vision and Graphics , 2014, Lecture Notes in Computer Science.

[2]  Marzena Bielecka,et al.  A Fuzzy Shape Descriptor and Inference by Fuzzy Relaxation with Application to Description of Bones Contours at Hand Radiographs , 2009, ICANNGA.

[3]  Przemyslaw Mazurek,et al.  Variogram Based Estimator of Fractal Dimension for the Analysis of Cell Nuclei from the Papanicolaou Smears , 2012, IP&C.

[4]  Fernando Marqués Acosta Multiresolution image segmentation based on camporend random fields: Application to image coding , 1992 .

[5]  Jan Wessnitzer,et al.  A Model of Non-elemental Associative Learning in the Mushroom Body Neuropil of the Insect Brain , 2007, ICANNGA.

[6]  Ryszard S. Choraś Image Processing and Communications Challenges 4 - 4th International Conference, IP&C 2012, Proceedings , 2013, IP&C.

[7]  Jacek M. Zurada,et al.  Artificial Intelligence and Soft Computing, 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part I , 2010, International Conference on Artificial Intelligence and Soft Computing.

[8]  Marek R. Ogiela,et al.  Artificial intelligence methods in shape feature analysis of selected organs in medical images , 2000 .

[9]  Andrzej Bielecki,et al.  Modified Jakubowski Shape Transducer for Detecting Osteophytes and Erosions in Finger Joints , 2011, ICANNGA.

[10]  Andrzej Bielecki,et al.  Application of Shape Description Methodology to Hand Radiographs Interpretation , 2010, ICCVG.

[11]  Adam Piórkowski,et al.  Problems of corneal endothelial image binarization , 2011 .

[12]  Przemyslaw Mazurek,et al.  Estimation of Fractal Dimension According to Optical Density of Cell Nuclei in Papanicolaou Smears , 2012, ITIB.

[13]  Adam Piórkowski,et al.  Selected issues of corneal endothelial image segmentation , 2011 .

[14]  Andrzej Bielecki,et al.  Improved Fuzzy Entropy Algorithm for X-Ray Pictures Preprocessing , 2012, ICAISC.

[15]  D. Apprato,et al.  Segmentation of complex geophysical 3D structures , 2000, IGARSS 2000. IEEE 2000 International Geoscience and Remote Sensing Symposium. Taking the Pulse of the Planet: The Role of Remote Sensing in Managing the Environment. Proceedings (Cat. No.00CH37120).

[16]  E. Pietka,et al.  Information Technologies in Biomedicine , 2008 .