Segmentation of Optic Disc From Fundus Image Based on Morphology and SVM Classifier

[1]  José Manuel Bravo,et al.  Locating the Optic Disc in Retinal Images Using Morphological Techniques , 2013, IWBBIO.

[2]  Vladimir Vapnik,et al.  An overview of statistical learning theory , 1999, IEEE Trans. Neural Networks.

[3]  José Manuel Bravo,et al.  A New Supervised Method for Blood Vessel Segmentation in Retinal Images by Using Gray-Level and Moment Invariants-Based Features , 2011, IEEE Transactions on Medical Imaging.

[4]  Abhishek Joshi,et al.  Automated fundus image quality assessment and segmentation of optic disc using convolutional neural networks , 2020 .

[5]  Aurora Sáez,et al.  Perceptually adapted method for optic disc detection on retinal fundus images , 2013, Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems.

[6]  Wei Bu,et al.  Optic disc segmentation based on variational model with multiple energies , 2017, Pattern Recognit..

[7]  Preetham Kumar,et al.  Segmentation of Optic Disc by Localized Active Contour Model in Retinal Fundus Image , 2018, Smart Innovations in Communication and Computational Sciences.

[8]  Young H. Kwon,et al.  Automated segmentation of the optic disc from stereo color photographs using physiologically plausible features. , 2007, Investigative ophthalmology & visual science.

[9]  Qi Bing-juan,et al.  An Overview on Theory and Algorithm of Support Vector Machines , 2011 .

[10]  Constantine D. Spyropoulos,et al.  Machine Learning and Its Applications , 2001, Lecture Notes in Computer Science.

[11]  Michael H. Goldbaum,et al.  Locating the optic nerve in a retinal image using the fuzzy convergence of the blood vessels , 2003, IEEE Transactions on Medical Imaging.

[12]  Jan Flusser,et al.  Rotation Moment Invariants for Recognition of Symmetric Objects , 2006, IEEE Transactions on Image Processing.

[13]  Bidyut Baran Chaudhuri,et al.  A survey of Hough Transform , 2015, Pattern Recognit..

[14]  Hellen Adams,et al.  Patent and Trademark Office , 2017 .

[15]  D. Pascolini,et al.  Global estimates of visual impairment: 2010 , 2011, British Journal of Ophthalmology.

[16]  Ming Yang,et al.  PM-Net: Pyramid Multi-label Network for Joint Optic Disc and Cup Segmentation , 2019, MICCAI.

[17]  Xu Jing-gang Fundus Oculi Images Enhancement Based on Histograms Equalization and Its Simulation with MATLAB , 2009 .

[18]  Shijian Lu,et al.  Accurate and Efficient Optic Disc Detection and Segmentation by a Circular Transformation , 2011, IEEE Transactions on Medical Imaging.

[19]  Andrea Giachetti,et al.  Accurate and reliable segmentation of the optic disc in digital fundus images , 2014, Journal of medical imaging.

[20]  Mariano Alcañiz Raya,et al.  Automatic Detection of Optic Disc Based on PCA and Mathematical Morphology , 2013, IEEE Transactions on Medical Imaging.

[21]  Chih-Jen Lin,et al.  LIBSVM: A library for support vector machines , 2011, TIST.

[22]  Mohamed Fakir,et al.  Segmentation of Optic Disc from Fundus Images , 2018 .

[23]  Driss Aboutajdine,et al.  Eye state analysis using iris detection based on Circular Hough Transform , 2011, 2011 International Conference on Multimedia Computing and Systems.