L2 Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space

The research focus of designing local patch descriptors.has gradually shifted from handcrafted ones (e.g., SIFT) to.learned ones. In this paper, we propose to learn high per-.formance descriptor in Euclidean space via the Convolu-.tional Neural Network (CNN). Our method is distinctive in.four aspect