Encoding Spatial Distribution of Convolutional Features for Texture Representation

Paper

Usage

• Clone the repository:

  git clone https://github.com/csfengli/FENet

• Install the Python dependencies:

  • torch-encoding=1.2.2b20210508
  • pytorch=1.7.1
  • torchvision=0.8.2
  • mlflow=1.16.0
  • barbar=0.2.1
  • numpy=1.20.1
  • pillow=8.2.0

Dataset

• Download GTOS, GTOS_MOBILE, DTD, MINC, KTH, FMD to the data folder

Bibtex

@inproceedings{
xu2021encoding,
title={Encoding Spatial Distribution of Convolutional Features for Texture Representation},
author={Yong Xu and Feng Li and Zhile Chen and Jinxiu Liang and Yuhui Quan},
booktitle={Thirty-Fifth Conference on Neural Information Processing Systems},
year={2021},
url={https://openreview.net/forum?id=KnN6mh23cSX}
}