| GIM: Learning Generalizable Image Matcher From Internet Videos | Feb 16, 2024 | 3D ReconstructionCamera Pose Estimation | CodeCode Available | 4 | 5 |
| LightGlue: Local Feature Matching at Light Speed | Jun 23, 2023 | 3D ReconstructionCamera Pose Estimation | CodeCode Available | 4 | 5 |
| RoMa: Robust Dense Feature Matching | May 24, 2023 | Camera Pose EstimationDecoder | CodeCode Available | 3 | 5 |
| DKM: Dense Kernelized Feature Matching for Geometry Estimation | Feb 1, 2022 | Camera Pose EstimationGeometric Matching | CodeCode Available | 2 | 5 |
| Kornia: an Open Source Differentiable Computer Vision Library for PyTorch | Oct 5, 2019 | Camera CalibrationData Augmentation | CodeCode Available | 1 | 5 |
| What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis | Apr 3, 2019 | Image Matchingmodel | CodeCode Available | 1 | 5 |
| Decoupling Makes Weakly Supervised Local Feature Better | Jan 8, 2022 | Camera LocalizationImage Matching | CodeCode Available | 1 | 5 |
| DISK: Learning local features with policy gradient | Jun 24, 2020 | Image Matchingreinforcement-learning | CodeCode Available | 1 | 5 |
| Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters | Apr 1, 2019 | Image MatchingKeypoint Detection | CodeCode Available | 1 | 5 |
| LoFTR: Detector-Free Local Feature Matching with Transformers | Apr 1, 2021 | Camera Pose EstimationImage Matching | CodeCode Available | 1 | 5 |
| Repeatability Is Not Enough: Learning Affine Regions via Discriminability | Nov 17, 2017 | Image MatchingImage Retrieval | CodeCode Available | 1 | 5 |
| SuperGlue: Learning Feature Matching with Graph Neural Networks | Nov 26, 2019 | Camera Pose EstimationGPU | CodeCode Available | 1 | 5 |
| D2-Net: A Trainable CNN for Joint Detection and Description of Local Features | May 9, 2019 | 3D ReconstructionImage Matching | CodeCode Available | 1 | 5 |
| Shared Coupling-bridge for Weakly Supervised Local Feature Learning | Dec 14, 2022 | 3D ReconstructionCamera Localization | CodeCode Available | 0 | 5 |
| R2D2: Reliable and Repeatable Detector and Descriptor | Dec 1, 2019 | Atari GamesCamera Localization | CodeCode Available | 0 | 5 |
| Three things everyone should know to improve object retrieval | Jun 16, 2012 | Image AugmentationImage Matching | CodeCode Available | 0 | 5 |
| Efficient Linear Attention for Fast and Accurate Keypoint Matching | Apr 16, 2022 | Image MatchingVisual Localization | —Unverified | 0 | 0 |
| HarrisZ^+: Harris Corner Selection for Next-Gen Image Matching Pipelines | Sep 27, 2021 | Image Matching | —Unverified | 0 | 0 |
