Gongping Yang

Multiscale Rotation-Invariant Convolutional Neural Networks for Lung Texture Classification

2017 · IEEE Journal of Biomedical and Health Informatics

We propose a new multiscale rotation-invariant convolutional neural network (MRCNN) model for classifying various lung tissue types on high-resolution computed tomography. MRCNN employs Gabor-local binary pattern that introduces a good property in image analysis-invariance to …