Ting Shen

TL;DR: DenseNet proposed by Maaten et al. has the advantages of avoiding gradient disappearance, reducing model parameters and reusing features in deep network, which makes it an effective image processing framework, so DenseNet has been widely used in the field of image classification.

TL;DR: Results of comparative experiments indicate that the proposed novel voxel-based network, named IV-Net, outperforms state-of-the-art approaches about accuracy and parameters.