Encoding Spatial Distribution of Convolutional Features for Texture Representation

1 code implementation • NeurIPS 2021 • Yong Xu, Feng Li, Zhile Chen, Jinxiu Liang, Yuhui Quan

Existing convolutional neural networks (CNNs) often use global average pooling (GAP) to aggregate feature maps into a single representation.

Material Recognition Retrieval +1

Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity

no code implementations • CVPR 2021 • Zhile Chen, Feng Li, Yuhui Quan, Yong Xu, Hui Ji

In recent years, convolutional neural networks (CNNs) have become a prominent tool for texture recognition.