DMCA
Identifying Age-related Macular Degeneration In Volumetric Retinal Images
BibTeX
@MISC{A_identifyingage-related,
author = {Abdulrahman Albarrak A and Frans Coenen A and Yalin Zheng B},
title = {Identifying Age-related Macular Degeneration In Volumetric Retinal Images},
year = {}
}
Share
 |
 |
 |
 |
||
OpenURL
Abstract
Age-related Macular Degeneration (AMD) is a retina disorder, which is currently on the increase. In this paper, we investigate the use two different statistical methods for detecting AMD in Optical Coherence Tomography (OCT) volumetric data where by a 3-D image is represented using a combination of two matrices: a Voxel Co-occurrence Matrix (VCM) and a Voxel Run-Length Matrix (VRLM). Statistical features are extracted from the matrices which are then used to establish feature vectors for input to a standard classification (The k-nearest neighbor (KNN) classifier was used in this paper).
