Volumetric image classification using homogeneous decomposition and dictionary learning: A study using retinal optical coherence tomography for detecting age-related macular degeneration

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• 作者：Abdulrahman Albarrak^a ; ^{aabkb@yahoo.com} ; Frans Coenen^b ; Yalin Zheng^c
• 关键词：Feature selection ; Image classification ; Dictionary learning ; Homogeneous decomposition ; Optical Coherence Tomography (OCT) ; Age-related Macular Degeneration (AMD)
• 刊名：Computerized Medical Imaging and Graphics
• 出版年：2017
• 出版时间：January 2017
• 年：2017
• 卷：55
• 期：Complete
• 页码：113-123
• 全文大小：1653 K
• 卷排序：55

文摘

A novel approach to 3D image classification using homogeneous decomposition. A region-based representation coupled with Homogeneous decomposition. Homogeneous decomposition coupled with dictionary learning. An approach to retina screening of conditions such as AMD.