Geometric Matching
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Benchmarks
HPatches
Most implemented
Toward Characteristic-Preserving Image-based Virtual Try-On Network
Convolutional neural network architecture for geometric matching
Learning Accurate Dense Correspondences and When to Trust Them
C-VTON: Context-Driven Image-Based Virtual Try-On Network
Correlation Verification for Image Retrieval
Papers
MedPCFM-TED: One-Step Point Cloud Flow Matching for Implant Generation via Teacher-Guided Endpoint Distillation
Cranial implant generation is an important task in medical imaging. Recent point cloud based generative methods, particularly flow matching, offer strong reconstruction quality and efficient sampling, but still require m…
Geometric MatchingPoint CloudsMin Generalized Sliced Gromov Wasserstein: A Scalable Path to Gromov Wasserstein
We propose min Generalized Sliced Gromov--Wasserstein (min-GSGW), a sliced formulation for the Gromov--Wasserstein (GW) problem using expressive generalized slicers. The key idea is to learn coupled nonlinear slicers tha…
Geometric MatchingUniCorrn: Unified Correspondence Transformer Across 2D and 3D
Visual correspondence across image-to-image (2D-2D), image-to-point cloud (2D-3D), and point cloud-to-point cloud (3D-3D) geometric matching forms the foundation for numerous 3D vision tasks. Despite sharing a similar pr…
Geometric MatchingPoint CloudsMatRes: Zero-Shot Test-Time Model Adaptation for Simultaneous Matching and Restoration
Real-world image pairs often exhibit both severe degradations and large viewpoint changes, making image restoration and geometric matching mutually interfering tasks when treated independently. In this work, we propose M…
Test-time AdaptationGeometric MatchingImage RestorationTreeLoc: 6-DoF LiDAR Global Localization in Forests via Inter-Tree Geometric Matching
Reliable localization is crucial for navigation in forests, where GPS is often degraded and LiDAR measurements are repetitive, occluded, and structurally complex. These conditions weaken the assumptions of traditional ur…
Geometric MatchingPose EstimationCommunity-Level Modeling of Gyral Folding Patterns for Robust and Anatomically Informed Individualized Brain Mapping
Cortical folding exhibits substantial inter-individual variability while preserving stable anatomical landmarks that enable fine-scale characterization of cortical organization. Among these, the three-hinge gyrus (3HG) s…
Graph Representation LearningGeometric Matching