F2 Learned Descriptors
- K2E-B-F2-1ALIKED A Lighter Keypoint and Descriptor Extraction Network via Deformable Transformation
Paper note on ALIKED, an efficient keypoint and descriptor extraction network using sparse deformable descriptor heads (IEEE TIM 2023)
- K2E-B-F2-2LightGlue Local Feature Matching at Light Speed
Paper note on LightGlue, an adaptive deep network for efficient sparse local feature matching (ICCV 2023)
- K2E-B-F2-3BootsTAP Bootstrapped Training for Tracking-Any-Point
Paper note on BootsTAP, a self-supervised student-teacher method for improving point tracking on real-world videos (ACCV 2024)