Semi-Supervised Keypoint Detector and Descriptor for Retinal Image Matching

Jiazhen Liu, Xirong Li, Qijie Wei +2

For retinal image matching (RIM), we propose SuperRetina, the first end-to-end method with jointly trainable keypoint detector and descriptor. SuperRetina is trained in a novel sem…