Jérome Revaud

PUMP: Pyramidal and Uniqueness Matching Priors for Unsupervised Learning of Local Descriptors

Existing approaches for learning local image descriptors have shown remarkable achievements in a wide range of geometric tasks. However, most of them require per-pixel correspondence-level supervision, which is difficult to acquire at scale and in high quality. In this paper, we propose to explicitl…