TCDesc: Learning Topology Consistent Descriptors

Honghu Pan, Fanyang Meng, Zhenyu He +2

Triplet loss is widely used for learning local descriptors from image patch. However, triplet loss only minimizes the Euclidean distance between matching descriptors and maximizes…