Looking Beyond Corners: Contrastive Learning of Visual Representations for Keypoint Detection and Description Extraction

Henrique Siqueira, Patrick Ruhkamp, Ibrahim Halfaoui +2

Learnable keypoint detectors and descriptors are beginning to outperform classical hand-crafted feature extraction methods. Recent studies on self-supervised learning of visual rep…