| R2D2: Repeatable and Reliable Detector and Descriptor | Jun 14, 2019 | Interest Point DetectionKeypoint Detection | CodeCode Available | 1 | 5 |
| Rethinking Low-level Features for Interest Point Detection and Description | Nov 1, 2022 | Homography EstimationInterest Point Detection | CodeCode Available | 1 | 5 |
| CAE-LO: LiDAR Odometry Leveraging Fully Unsupervised Convolutional Auto-Encoder for Interest Point Detection and Feature Description | Jan 6, 2020 | Autonomous DrivingInterest Point Detection | CodeCode Available | 1 | 5 |
| MultiPoint: Cross-spectral registration of thermal and optical aerial imagery | Nov 18, 2020 | Interest Point Detection | CodeCode Available | 1 | 5 |
| SuperPoint: Self-Supervised Interest Point Detection and Description | Dec 20, 2017 | Domain AdaptationHomography Estimation | CodeCode Available | 1 | 5 |
| USIP: Unsupervised Stable Interest Point Detection from 3D Point Clouds | Mar 30, 2019 | Interest Point Detection | CodeCode Available | 1 | 5 |
| ZippyPoint: Fast Interest Point Detection, Description, and Matching through Mixed Precision Discretization | Mar 7, 2022 | Homography EstimationInterest Point Detection | CodeCode Available | 1 | 5 |
| DELTAS: Depth Estimation by Learning Triangulation And densification of Sparse points | Mar 19, 2020 | Depth EstimationInterest Point Detection | CodeCode Available | 1 | 5 |
| Neural Outlier Rejection for Self-Supervised Keypoint Learning | Dec 23, 2019 | Homography EstimationInterest Point Detection | CodeCode Available | 0 | 5 |
| SIPs: Succinct Interest Points from Unsupervised Inlierness Probability Learning | May 3, 2018 | Interest Point DetectionPose Estimation | CodeCode Available | 0 | 5 |
| R2D2: Reliable and Repeatable Detector and Descriptor | Dec 1, 2019 | Atari GamesCamera Localization | CodeCode Available | 0 | 5 |
| Second-order Anisotropic Gaussian Directional Derivative Filters for Blob Detection | Apr 30, 2023 | 3D ReconstructionImage Retrieval | —Unverified | 0 | 0 |
| Self-supervised Interest Point Detection and Description for Fisheye and Perspective Images | Jun 2, 2023 | Interest Point DetectionKeypoint Detection | —Unverified | 0 | 0 |
| Spatio-Temporal Covariance Descriptors for Action and Gesture Recognition | Mar 25, 2013 | General ClassificationGesture Recognition | —Unverified | 0 | 0 |
| Unsupervised Video Analysis Based on a Spatiotemporal Saliency Detector | Mar 24, 2015 | Anomaly DetectionForeground Segmentation | —Unverified | 0 | 0 |
| Quad-networks: unsupervised learning to rank for interest point detection | Nov 22, 2016 | Interest Point DetectionLearning-To-Rank | —Unverified | 0 | 0 |
| 4d isip: 4d implicit surface interest point detection | May 10, 2017 | Interest Point DetectionObject | —Unverified | 0 | 0 |
| BRISKS: Binary Features for Spherical Images on a Geodesic Grid | Jul 1, 2017 | Interest Point Detection | —Unverified | 0 | 0 |
| Cluster-Based Point Set Saliency | Dec 1, 2015 | ClusteringInterest Point Detection | —Unverified | 0 | 0 |
| EventPoint: Self-Supervised Interest Point Detection and Description for Event-based Camera | Sep 1, 2021 | Interest Point DetectionPose Estimation | —Unverified | 0 | 0 |
| Hollywood 3D: Recognizing Actions in 3D Natural Scenes | Jun 1, 2013 | Action RecognitionBenchmarking | —Unverified | 0 | 0 |
| Image Feature Information Extraction for Interest Point Detection: A Review | Jun 15, 2021 | Interest Point Detection | —Unverified | 0 | 0 |
| Interest Point Detection based on Adaptive Ternary Coding | Dec 31, 2018 | Face RecognitionInterest Point Detection | —Unverified | 0 | 0 |
| Mesh Interest Point Detection Based on Geometric Measures and Sparse Refinement | Apr 29, 2016 | Interest Point Detection | —Unverified | 0 | 0 |
| 3D Interest Point Detection via Discriminative Learning | Dec 24, 2013 | Binary ClassificationInterest Point Detection | —Unverified | 0 | 0 |
| Saliency, Scale and Information: Towards a Unifying Theory | Dec 1, 2015 | Interest Point Detection | —Unverified | 0 | 0 |
