SuperPoint: Self-Supervised Interest Point Detection and Description
Paper • 1712.07629 • Published • 1
Local Feature
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D2-Net: A Trainable CNN for Joint Detection and Description of Local Features
Paper • 1905.03561 • Published -
R2D2: Repeatable and Reliable Detector and Descriptor
Paper • 1906.06195 • Published -
SuperGlue: Learning Feature Matching with Graph Neural Networks
Paper • 1911.11763 • Published -
DISK: Learning local features with policy gradient
Paper • 2006.13566 • Published -
LoFTR: Detector-Free Local Feature Matching with Transformers
Paper • 2104.00680 • Published -
DKM: Dense Kernelized Feature Matching for Geometry Estimation
Paper • 2202.00667 • Published -
Adaptive Spot-Guided Transformer for Consistent Local Feature Matching
Paper • 2303.16624 • Published -
ALIKED: A Lighter Keypoint and Descriptor Extraction Network via Deformable Transformation
Paper • 2304.03608 • Published -
SiLK -- Simple Learned Keypoints
Paper • 2304.06194 • Published -
RoMa: Revisiting Robust Losses for Dense Feature Matching
Paper • 2305.15404 • Published -
LightGlue: Local Feature Matching at Light Speed
Paper • 2306.13643 • Published -
Efficient LoFTR: Semi-Dense Local Feature Matching with Sparse-Like Speed
Paper • 2403.04765 • Published -
MINIMA: Modality Invariant Image Matching
Paper • 2412.19412 • Published • 4 -
MatchAnything: Universal Cross-Modality Image Matching with Large-Scale Pre-Training
Paper • 2501.07556 • Published • 7