Oriented Response Networks

Yanzhao Zhou, Qixiang Ye, Qiang Qiu, and Jianbin Jiao

  • ORN boosts the generalization ability of DCNNs to handle rotation problems
  • ORN enables DCNNs to explicitly encode hierarchical orientation features
  • ORN uses model-level priori to reduce the rotation-redundancy of DCNNs
  • ORN is naturally compatible with popular architectures (VGG/ResNet/STN etc.)

ORN boosts the generalization ability of DCNNs to handle rotation problems

Source code and Demo Paper (arXiv) Supplementary materials CVPR2017 Poster