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

Author:

Albarrak Abdulrahman,Coenen Frans,Zheng Yalin

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference39 articles.

1. Classification of volumetric retinal images using overlapping decomposition and tree analysis;Albarrak,2013

2. Dictionary learning-based volumetric image classification for the diagnosis of age-related macular degeneration;Albarrak,2014

3. Volumetric image mining based on decomposition and graph analysis: an application to retinal optical coherence tomography;Albarrak,2012

4. A multilevel context-based system for classification of very high spatial resolution images;Bruzzone;IEEE Trans. Geosci. Remote Sens.,2006

5. LIBSVM: a library for support vector machines;Chang;ACM Trans. Intell. Syst. Technol.,2011

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