{"total":248,"rows":[{"id":"2104.00680","title":"LoFTR: Detector-Free Local Feature Matching with Transformers","created":"2021-04-01","cited_by_count":984,"area":null},{"id":"2406.09756","title":"Grounding Image Matching in 3D with MASt3R","created":"2024-06-14","cited_by_count":983,"area":null},{"id":"2306.13643","title":"LightGlue: Local Feature Matching at Light Speed","created":"2023-06-23","cited_by_count":590,"area":null},{"id":"2305.15404","title":"RoMa: Robust Dense Feature Matching","created":"2023-05-24","cited_by_count":302,"area":null},{"id":"2306.08637","title":"TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement","created":"2023-06-14","cited_by_count":287,"area":null},{"id":"2211.03726","title":"TAP-Vid: A Benchmark for Tracking Any Point in a Video","created":"2022-11-07","cited_by_count":263,"area":null},{"id":"2104.01538","title":"Hypercorrelation Squeeze for Few-Shot Segmentation","created":"2021-04-04","cited_by_count":193,"area":null},{"id":"2103.14167","title":"COTR: Correspondence Transformer for Matching Across Images","created":"2021-03-25","cited_by_count":183,"area":null},{"id":"2202.00667","title":"DKM: Dense Kernelized Feature Matching for Geometry Estimation","created":"2022-02-01","cited_by_count":177,"area":null},{"id":"2203.09645","title":"MatchFormer: Interleaving Attention in Transformers for Feature Matching","created":"2022-03-17","cited_by_count":126,"area":null},{"id":"2304.03608","title":"ALIKED: A Lighter Keypoint and Descriptor Extraction Network via Deformable Transformation","created":"2023-04-07","cited_by_count":121,"area":null},{"id":"2403.04765","title":"Efficient LoFTR: Semi-Dense Local Feature Matching with Sparse-Like Speed","created":"2024-03-07","cited_by_count":120,"area":null},{"id":"2404.19174","title":"XFeat: Accelerated Features for Lightweight Image Matching","created":"2024-04-30","cited_by_count":113,"area":null},{"id":"2210.10770","title":"LaMAR: Benchmarking Localization and Mapping for Augmented Reality","created":"2022-10-19","cited_by_count":100,"area":null},{"id":"2109.13912","title":"PDC-Net+: Enhanced Probabilistic Dense Correspondence Network","created":"2021-09-28","cited_by_count":80,"area":null},{"id":"2112.02906","title":"ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor Extraction","created":"2021-12-06","cited_by_count":77,"area":null},{"id":"2402.11095","title":"GIM: Learning Generalizable Image Matcher From Internet Videos","created":"2024-02-16","cited_by_count":75,"area":null},{"id":"2503.17316","title":"Pow3R: Empowering Unconstrained 3D Reconstruction with Camera and Scene Priors","created":"2025-03-21","cited_by_count":72,"area":null},{"id":"2304.02008","title":"GlueStick: Robust Image Matching by Sticking Points and Lines Together","created":"2023-04-04","cited_by_count":66,"area":null},{"id":"2204.11700","title":"ClusterGNN: Cluster-based Coarse-to-Fine Graph Neural Network for Efficient Feature Matching","created":"2022-04-25","cited_by_count":62,"area":null},{"id":"2212.07766","title":"DeepLSD: Line Segment Detection and Refinement with Deep Image Gradients","created":"2022-12-15","cited_by_count":60,"area":null},{"id":"2405.12979","title":"OmniGlue: Generalizable Feature Matching with Foundation Model Guidance","created":"2024-05-21","cited_by_count":56,"area":null},{"id":"2304.06194","title":"SiLK -- Simple Learned Keypoints","created":"2023-04-12","cited_by_count":54,"area":null},{"id":"2306.09109","title":"NAVI: Category-Agnostic Image Collections with High-Quality 3D Shape and Pose Annotations","created":"2023-06-15","cited_by_count":53,"area":null},{"id":"2310.16044","title":"Stanford-ORB: A Real-World 3D Object Inverse Rendering Benchmark","created":"2023-10-24","cited_by_count":51,"area":null},{"id":"2404.09692","title":"XoFTR: Cross-modal Feature Matching Transformer","created":"2024-04-15","cited_by_count":48,"area":null},{"id":"2303.04869","title":"CROSSFIRE: Camera Relocalization On Self-Supervised Features from an Implicit Representation","created":"2023-03-08","cited_by_count":45,"area":null},{"id":"2103.01055","title":"P2-Net: Joint Description and Detection of Local Features for Pixel and Point Matching","created":"2021-03-01","cited_by_count":42,"area":null},{"id":"2104.03308","title":"Warp Consistency for Unsupervised Learning of Dense Correspondences","created":"2021-04-07","cited_by_count":42,"area":null},{"id":"2211.14731","title":"BALF: Simple and Efficient Blur Aware Local Feature Detector","created":"2022-11-27","cited_by_count":34,"area":null},{"id":"2207.00328","title":"TopicFM: Robust and Interpretable Topic-Assisted Feature Matching","created":"2022-07-01","cited_by_count":32,"area":null},{"id":"2106.03090","title":"Deep Matching Prior: Test-Time Optimization for Dense Correspondence","created":"2021-06-06","cited_by_count":30,"area":null},{"id":"2207.08427","title":"Adaptive Assignment for Geometry Aware Local Feature Matching","created":"2022-07-18","cited_by_count":30,"area":null},{"id":"2412.09072","title":"Cross-View Completion Models are Zero-shot Correspondence Estimators","created":"2024-12-12","cited_by_count":30,"area":null},{"id":"2303.17342","title":"PMatch: Paired Masked Image Modeling for Dense Geometric Matching","created":"2023-03-30","cited_by_count":29,"area":null},{"id":"2201.02861","title":"Decoupling Makes Weakly Supervised Local Feature Better","created":"2022-01-08","cited_by_count":28,"area":null},{"id":"2204.10144","title":"A case for using rotation invariant features in state of the art feature matchers","created":"2022-04-21","cited_by_count":27,"area":null},{"id":"2204.08613","title":"Self-Supervised Equivariant Learning for Oriented Keypoint Detection","created":"2022-04-19","cited_by_count":26,"area":null},{"id":"2401.17592","title":"Local Feature Matching Using Deep Learning: A Survey","created":"2024-01-31","cited_by_count":26,"area":null},{"id":"2108.03144","title":"ELSED: Enhanced Line SEgment Drawing","created":"2021-08-06","cited_by_count":23,"area":null},{"id":"2303.15472","title":"Learning Rotation-Equivariant Features for Visual Correspondence","created":"2023-03-25","cited_by_count":23,"area":null},{"id":"2301.08160","title":"FECANet: Boosting Few-Shot Semantic Segmentation with Feature-Enhanced Context-Aware Network","created":"2023-01-19","cited_by_count":22,"area":null},{"id":"2303.16624","title":"Adaptive Spot-Guided Transformer for Consistent Local Feature Matching","created":"2023-03-29","cited_by_count":22,"area":null},{"id":"2112.12785","title":"NinjaDesc: Content-Concealing Visual Descriptors via Adversarial Learning","created":"2021-12-23","cited_by_count":21,"area":null},{"id":"2312.02152","title":"Steerers: A framework for rotation equivariant keypoint descriptors","created":"2023-12-04","cited_by_count":21,"area":null},{"id":"2103.05086","title":"How Privacy-Preserving are Line Clouds? Recovering Scene Details from 3D Lines","created":"2021-03-08","cited_by_count":19,"area":null},{"id":"2103.08573","title":"RoRD: Rotation-Robust Descriptors and Orthographic Views for Local Feature Matching","created":"2021-03-15","cited_by_count":19,"area":null},{"id":"2209.12213","title":"ECO-TR: Efficient Correspondences Finding Via Coarse-to-Fine Refinement","created":"2022-09-25","cited_by_count":18,"area":null},{"id":"2301.02993","title":"DeepMatcher: A Deep Transformer-based Network for Robust and Accurate Local Feature Matching","created":"2023-01-08","cited_by_count":18,"area":null},{"id":"2412.03177","title":"PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation","created":"2024-12-04","cited_by_count":18,"area":null},{"id":"2106.07791","title":"DFM: A Performance Baseline for Deep Feature Matching","created":"2021-06-14","cited_by_count":17,"area":null},{"id":"2106.10240","title":"VSAC: Efficient and Accurate Estimator for H and F","created":"2021-06-18","cited_by_count":17,"area":null},{"id":"2302.09997","title":"A Large Scale Homography Benchmark","created":"2023-02-20","cited_by_count":15,"area":null},{"id":"2303.02885","title":"Improving Transformer-based Image Matching by Cascaded Capturing Spatially Informative Keypoints","created":"2023-03-06","cited_by_count":15,"area":null},{"id":"2309.16992","title":"Segment Anything Model is a Good Teacher for Local Feature Learning","created":"2023-09-29","cited_by_count":15,"area":null},{"id":"2501.14277","title":"Dense-SfM: Structure from Motion with Dense Consistent Matching","created":"2025-01-24","cited_by_count":15,"area":null},{"id":"2207.02375","title":"3DG-STFM: 3D Geometric Guided Student-Teacher Feature Matching","created":"2022-07-06","cited_by_count":14,"area":null},{"id":"2308.14598","title":"S-TREK: Sequential Translation and Rotation Equivariant Keypoints for local feature extraction","created":"2023-08-28","cited_by_count":14,"area":null},{"id":"2403.11120","title":"Unifying Feature and Cost Aggregation with Transformers for Semantic and Visual Correspondence","created":"2024-03-17","cited_by_count":14,"area":null},{"id":"2209.07806","title":"SRFeat: Learning Locally Accurate and Globally Consistent Non-Rigid Shape Correspondence","created":"2022-09-16","cited_by_count":13,"area":null},{"id":"2405.05422","title":"EarthMatch: Iterative Coregistration for Fine-grained Localization of Astronaut Photography","created":"2024-05-08","cited_by_count":13,"area":null},{"id":"2407.11668","title":"Learning to Make Keypoints Sub-Pixel Accurate","created":"2024-07-16","cited_by_count":13,"area":null},{"id":"2505.08013","title":"RDD: Robust Feature Detector and Descriptor using Deformable Transformer","created":"2025-05-12","cited_by_count":13,"area":null},{"id":"2112.04846","title":"ScaleNet: A Shallow Architecture for Scale Estimation","created":"2021-12-09","cited_by_count":12,"area":null},{"id":"2501.14945","title":"MATCHA:Towards Matching Anything","created":"2025-01-24","cited_by_count":12,"area":null},{"id":"2503.23925","title":"CoMatch: Dynamic Covisibility-Aware Transformer for Bilateral Subpixel-Level Semi-Dense Image Matching","created":"2025-03-31","cited_by_count":12,"area":null},{"id":"2505.03422","title":"LiftFeat: 3D Geometry-Aware Local Feature Matching","created":"2025-05-06","cited_by_count":12,"area":null},{"id":"2304.00583","title":"Enhancing Deformable Local Features by Jointly Learning to Detect and Describe Keypoints","created":"2023-04-02","cited_by_count":11,"area":null},{"id":"2604.04931","title":"LoMa: Local Feature Matching Revisited","created":"2026-04-06","cited_by_count":11,"area":null},{"id":"2203.03610","title":"ZippyPoint: Fast Interest Point Detection, Description, and Matching through Mixed Precision Discretization","created":"2022-03-07","cited_by_count":10,"area":null},{"id":"2210.10491","title":"Visual SLAM: What are the Current Trends and What to Expect?","created":"2022-10-19","cited_by_count":10,"area":null},{"id":"2211.15069","title":"FeatureBooster: Boosting Feature Descriptors with a Lightweight Neural Network","created":"2022-11-28","cited_by_count":10,"area":null},{"id":"2301.10018","title":"GyroFlow+: Gyroscope-Guided Unsupervised Deep Homography and Optical Flow Learning","created":"2023-01-23","cited_by_count":10,"area":null},{"id":"2307.00485","title":"TopicFM+: Boosting Accuracy and Efficiency of Topic-Assisted Feature Matching","created":"2023-07-02","cited_by_count":10,"area":null},{"id":"2401.04984","title":"MGNet: Learning Correspondences via Multiple Graphs","created":"2024-01-10","cited_by_count":10,"area":null},{"id":"2106.09584","title":"SIFT Matching by Context Exposed","created":"2021-06-17","cited_by_count":9,"area":null},{"id":"2203.07003","title":"MTLDesc: Looking Wider to Describe Better","created":"2022-03-14","cited_by_count":9,"area":null},{"id":"2206.07259","title":"Self-Supervised Learning of Image Scale and Orientation","created":"2022-06-15","cited_by_count":9,"area":null},{"id":"2303.00941","title":"ParaFormer: Parallel Attention Transformer for Efficient Feature Matching","created":"2023-03-02","cited_by_count":9,"area":null},{"id":"2103.14799","title":"A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation","created":"2021-03-27","cited_by_count":8,"area":null},{"id":"2111.09006","title":"Probabilistic Spatial Distribution Prior Based Attentional Keypoints Matching Network","created":"2021-11-17","cited_by_count":8,"area":null},{"id":"2112.06910","title":"DenseGAP: Graph-Structured Dense Correspondence Learning with Anchor Points","created":"2021-12-13","cited_by_count":8,"area":null},{"id":"2203.00913","title":"A Principled Design of Image Representation: Towards Forensic Tasks","created":"2022-03-02","cited_by_count":8,"area":null},{"id":"2303.16646","title":"Structured Epipolar Matcher for Local Feature Matching","created":"2023-03-29","cited_by_count":8,"area":null},{"id":"2404.00838","title":"3MOS: Multi-sources, Multi-resolutions, and Multi-scenes dataset for Optical-SAR image matching","created":"2024-04-01","cited_by_count":8,"area":null},{"id":"2502.19955","title":"RUBIK: A Structured Benchmark for Image Matching across Geometric Challenges","created":"2025-02-27","cited_by_count":8,"area":null},{"id":"2109.03585","title":"Matching in the Dark: A Dataset for Matching Image Pairs of Low-light Scenes","created":"2021-09-08","cited_by_count":7,"area":null},{"id":"2111.10617","title":"Extracting Deformation-Aware Local Features by Learning to Deform","created":"2021-11-20","cited_by_count":7,"area":null},{"id":"2209.13586","title":"Learning-Based Dimensionality Reduction for Computing Compact and Effective Local Feature Descriptors","created":"2022-09-27","cited_by_count":7,"area":null},{"id":"2302.05846","title":"OAMatcher: An Overlapping Areas-based Network for Accurate Local Feature Matching","created":"2023-02-12","cited_by_count":7,"area":null},{"id":"2407.07789","title":"Raising the Ceiling: Conflict-Free Local Feature Matching with Dynamic View Switching","created":"2024-07-10","cited_by_count":7,"area":null},{"id":"2503.05122","title":"EDM: Efficient Deep Feature Matching","created":"2025-03-07","cited_by_count":7,"area":null},{"id":"2504.01872","title":"CoMatcher: Multi-View Collaborative Feature Matching","created":"2025-04-02","cited_by_count":7,"area":null},{"id":"2506.04619","title":"Deep Learning Reforms Image Matching: A Survey and Outlook","created":"2025-06-05","cited_by_count":7,"area":null},{"id":"2103.06966","title":"Efficient Pairwise Neuroimage Analysis using the Soft Jaccard Index and 3D Keypoint Sets","created":"2021-03-11","cited_by_count":6,"area":null},{"id":"2104.03097","title":"LIFE: Lighting Invariant Flow Estimation","created":"2021-04-07","cited_by_count":6,"area":null},{"id":"2106.05124","title":"PCNet: A Structure Similarity Enhancement Method for Multispectral and Multimodal Image Registration","created":"2021-06-09","cited_by_count":6,"area":null},{"id":"2204.07731","title":"Efficient Linear Attention for Fast and Accurate Keypoint Matching","created":"2022-04-16","cited_by_count":6,"area":null},{"id":"2209.08742","title":"Integrative Feature and Cost Aggregation with Transformers for Dense Correspondence","created":"2022-09-19","cited_by_count":6,"area":null},{"id":"2305.00264","title":"A Comprehensive Review of Image Line Segment Detection and Description: Taxonomies, Comparisons, and Challenges","created":"2023-04-29","cited_by_count":6,"area":null}],"next_cursor":"100"}