Gaussian Transfer Convolutional Neural Networks.

Hongren Wang,Ce Li,Xiantong Zhen,Wankou Yang,Baochang Zhang

IEEE Transactions on Emerging Topics in Computational Intelligence（2019）

引用 6|浏览150

暂无评分

摘要

In deep convolutional neural networks (DCNN), the pooling operation is usually adopted to produce condensed and transformation invariant feature maps for the input image. However, it will inevitably induce information loss, which has not be addressed yet in designing filters of DCNNs. In this paper, we propose Gaussian transfer convolutional neural networks (GT-CNN), which introduce Gaussian filte...

查看译文

关键词

Convolution,Task analysis,Kernel,Convolutional neural networks,Feature extraction,Computational modeling,Training

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要