Title :
Imaging and Modelling of a Degenerative Disease of Retina
Author :
Tayyab, Muhammad ; Usson, Yves ; Leveillard, T. ; Demongeot, Jacques
Author_Institution :
Fac. of Med., Univ. J. Fourier, Grenoble, France
Abstract :
Dynamical systems like neural networks based on lateral inhibition have a large field of applications in image processing, robotics and morphogenesis modelling. In this paper, we deal with a double approach, image processing and neural networks modelling both based on lateral inhibition in Markov random field to understand a degenerative disease, the retinitis pigmentosa.
Keywords :
Markov processes; diseases; eye; medical image processing; Markov random field; degenerative retina disease; image processing; lateral inhibition; morphogenesis modelling; neural networks; retinitis pigmentosa; Biomedical imaging; Brightness; Degenerative diseases; Image processing; Markov random fields; Neural networks; Neurons; Pathology; Pigmentation; Retina; Markov random fields; image processing; lateral inhibition; neural networks; retinitis pigmentosa;
Conference_Titel :
Advanced Information Networking and Applications Workshops, 2009. WAINA '09. International Conference on
Conference_Location :
Bradford
Print_ISBN :
978-1-4244-3999-7
Electronic_ISBN :
978-0-7695-3639-2
DOI :
10.1109/WAINA.2009.129
