Comparison of 2D and 3D Local Binary Pattern in Lung Cancer Diagnosis

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Comparison of 2D and 3D Local Binary Pattern in Lung Cancer Diagnosis

Comparative study between 2D and 3D Local Binary Patter (LBP) methods for extraction from Computed Tomography (CT) imagery data in lung cancer diagnosis is conducted. The lung image classification is performed using probabilistic neural network (PNN) with histogram similarity as distance measure. The technique is evaluated on a set of CT lung images from Japan Society of Computer Aided Diagnosi...

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ژورنال

عنوان ژورنال: International Journal of Advanced Computer Science and Applications

سال: 2012

ISSN: 2158-107X,2156-5570

DOI: 10.14569/ijacsa.2012.030416