Emanuele Santellani

S-TREK: Sequential Translation and Rotation Equivariant Keypoints for Local Feature Extraction

In this work we introduce S-TREK, a novel local feature extractor that combines a deep keypoint detector, which is both translation and rotation equivariant by design, with a lightweight deep descriptor extractor. We train the S-TREK keypoint detector within a framework inspired by reinforcement lea…