Geometric Matching
24 papers with code • 1 benchmarks • 1 datasets
Benchmarks
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Libraries
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HPatches
Latest papers with no code
Unifying Feature and Cost Aggregation with Transformers for Semantic and Visual Correspondence
In this work, we first show that feature aggregation and cost aggregation exhibit distinct characteristics and reveal the potential for substantial benefits stemming from the judicious use of both aggregation processes.
Morphology Edge Attention Network and Optimal Geometric Matching Connection model for vascular segmentation
In order to preserve the topology and accuracy of vessel segmentation, we proposed a novel Morphology Edge Attention Network (MEA-Net) for the segmentation of vessel-like structures, and an Optimal Geometric Matching Connection (OGMC) model to connect the broken vessel segments.
VGTS: Visually Guided Text Spotting for Novel Categories in Historical Manuscripts
In the field of historical manuscript research, scholars frequently encounter novel symbols in ancient texts, investing considerable effort in their identification and documentation.
PMatch: Paired Masked Image Modeling for Dense Geometric Matching
To resolve this, we reformulate the MIM from reconstructing a single masked image to reconstructing a pair of masked images, enabling the pretraining of transformer module.
Integrative Feature and Cost Aggregation with Transformers for Dense Correspondence
The current state-of-the-art are Transformer-based approaches that focus on either feature descriptors or cost volume aggregation.
Scaling and compressing melodies using geometric similarity measures
Melodic similarity measurement is of key importance in music information retrieval.
Arbitrary Virtual Try-On Network: Characteristics Preservation and Trade-off between Body and Clothing
Based on this dataset, we then propose the Arbitrary Virtual Try-On Network (AVTON) that is utilized for all-type clothes, which can synthesize realistic try-on images by preserving and trading off characteristics of the target clothes and the reference person.
Protein-protein interactions enhance the thermal resilience of SpyRing enzymes: a molecular dynamic simulation study
SpyTag spontaneously reacts with SpyCatcher to form an isopeptide bond, with which the target enzyme forms a close ring structure.
Facial Expression Retargeting from Human to Avatar Made Easy
Then we construct correspondences between the two latent spaces guided by geometric and perceptual constraints.
Gum-Net: Unsupervised Geometric Matching for Fast and Accurate 3D Subtomogram Image Alignment and Averaging
We propose a Geometric unsupervised matching Net-work (Gum-Net) for finding the geometric correspondence between two images with application to 3D subtomogram alignment and averaging.
