2019
SOSNet: Second Order Similarity Regularization for Local Descriptor Learning
CVPR 2019oral
Despite the fact that Second Order Similarity (SOS) has been used with significant success in tasks such as graph matching and clustering, it has not been exploited for learning local descriptors. In this work, we explore the potential of \sos in the field of descriptor learning by building upon the…