Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization

Qilong Wang, Jiangtao Xie, Wangmeng Zuo +2

Compared with global average pooling in existing deep convolutional neural networks (CNNs), global covariance pooling can capture richer statistics of deep features, having potenti…