2 code implementations • CVPR 2019 • Yurun Tian, Xin Yu, Bin Fan, Fuchao Wu, Huub Heijnen, Vassileios Balntas
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.
1 code implementation • CVPR 2017 • Yurun Tian, Bin Fan, Fuchao Wu
In this paper, we propose to learn high per- formance descriptor in Euclidean space via the Convolu- tional Neural Network (CNN).
no code implementations • CVPR 2015 • Yanhong Bi, Bin Fan, Fuchao Wu
Experiments have shown the superiority of Cayley-Klein metric over Mahalanobis ones and the effectiveness of our Cayley-Klein metric learning methods.
no code implementations • 18 Jul 2014 • Zhenhua Wang, Bin Fan, Fuchao Wu
This paper proposes a novel Affine Subspace Representation (ASR) descriptor to deal with affine distortions induced by viewpoint changes.