MM-GLCM-CNN: A multi-scale and multi-level based GLCM-CNN for polyp classification

Shu Zhang, Jinru Wu, Enze Shi, Sigang Yu, Yongfeng Gao, Lihong Li, Licheng Ryan Kuo, Marc Jason Pomeroy, Jerome Zhengrong Liang

Abstract: Highlights•We propose an adaptive multi-input CNN model for a polyp classification task.•Our strategy uses texture descriptors to explore the voxel heterogeneity of polyps.•We use multi-scale and multi-level GLCM fusion to enhance classification performance