Papers Geometric Matching
“Geometric Matching” 태그가 달린 논문 53편 · 필터 해제
C-VTON: Context-Driven Image-Based Virtual Try-On Network
Image-based virtual try-on techniques have shown great promise for enhancing the user-experience and improving customer satisfaction on fashion-oriented e-commerce platforms. However, existing techniques are currently st…
Geometric MatchingVirtual Try-onIntegrative Feature and Cost Aggregation with Transformers for Dense Correspondence
We present a novel architecture for dense correspondence. The current state-of-the-art are Transformer-based approaches that focus on either feature descriptors or cost volume aggregation. However, they generally aggrega…
Geometric MatchingSemantic correspondenceScaling and compressing melodies using geometric similarity measures
Melodic similarity measurement is of key importance in music information retrieval. In this paper, we use geometric matching techniques to measure the similarity between two melodies. We represent music as sets of points…
Audio CompressionGeometric MatchingInformation RetrievalMusic Information Retrieval+1Correlation Verification for Image Retrieval
Geometric verification is considered a de facto solution for the re-ranking task in image retrieval. In this study, we propose a novel image retrieval re-ranking network named Correlation Verification Networks (CVNet). O…
Feature CorrelationGeometric MatchingImage RetrievalRe-Ranking+1DKM: Dense Kernelized Feature Matching for Geometry Estimation
Feature matching is a challenging computer vision task that involves finding correspondences between two images of a 3D scene. In this paper we consider the dense approach instead of the more common sparse paradigm, thus…
Camera Pose EstimationGeometric MatchingImage MatchingPose Estimation+1Full Transformer Framework for Robust Point Cloud Registration with Deep Information Interaction
Recent Transformer-based methods have achieved advanced performance in point cloud registration by utilizing advantages of the Transformer in order-invariance and modeling dependency to aggregate information. However, th…
Geometric MatchingPoint Cloud RegistrationScaleNet: A Shallow Architecture for Scale Estimation
In this paper, we address the problem of estimating scale factors between images. We formulate the scale estimation problem as a prediction of a probability distribution over scale factors. We design a new architecture, …
3D ReconstructionCamera Pose EstimationGeometric MatchingPose EstimationArbitrary Virtual Try-On Network: Characteristics Preservation and Trade-off between Body and Clothing
Deep learning based virtual try-on system has achieved some encouraging progress recently, but there still remain several big challenges that need to be solved, such as trying on arbitrary clothes of all types, trying on…
Geometric MatchingVirtual Try-onPDC-Net+: Enhanced Probabilistic Dense Correspondence Network
Establishing robust and accurate correspondences between a pair of images is a long-standing computer vision problem with numerous applications. While classically dominated by sparse methods, emerging dense approaches of…
3D ReconstructionGeometric MatchingImage-Based LocalizationImage Manipulation+5Convolutional Hough Matching Networks for Robust and Efficient Visual Correspondence
Despite advances in feature representation, leveraging geometric relations is crucial for establishing reliable visual correspondences under large variations of images. In this work we introduce a Hough transform perspec…
Geometric MatchingTranslationObject-Augmented RGB-D SLAM for Wide-Disparity Relocalisation
We propose a novel object-augmented RGB-D SLAM system that is capable of constructing a consistent object map and performing relocalisation based on centroids of objects in the map. The approach aims to overcome the view…
Geometric MatchingObjectProtein-protein interactions enhance the thermal resilience of SpyRing enzymes: a molecular dynamic simulation study
Recently a technique based on the interaction between adhesion proteins extracted from Streptococcus pyogenes, known as SpyRing, has been widely used to improve the thermal resilience of enzymes, the assembly of biostruc…
Geometric MatchingDeep Matching Prior: Test-Time Optimization for Dense Correspondence
Conventional techniques to establish dense correspondences across visually or semantically similar images focused on designing a task-specific matching prior, which is difficult to model. To overcome this, recent learnin…
Dense Pixel Correspondence EstimationGeometric MatchingSpatial Content Alignment For Pose Transfer
Due to unreliable geometric matching and content misalignment, most conventional pose transfer algorithms fail to generate fine-trained person images. In this paper, we propose a novel framework Spatial Content Alignment…
Geometric MatchingPose TransferConvolutional Hough Matching Networks
Despite advances in feature representation, leveraging geometric relations is crucial for establishing reliable visual correspondences under large variations of images. In this work we introduce a Hough transform perspec…
Geometric MatchingSemantic correspondenceTranslationLearning Part Segmentation through Unsupervised Domain Adaptation from Synthetic Vehicles
Part segmentations provide a rich and detailed part-level description of objects. However, their annotation requires an enormous amount of work, which makes it difficult to apply standard deep learning methods. In this p…
Domain AdaptationGeometric MatchingSegmentationTransfer Learning+1Learning Accurate Dense Correspondences and When to Trust Them
Establishing dense correspondences between a pair of images is an important and general problem. However, dense flow estimation is often inaccurate in the case of large displacements or homogeneous regions. For most appl…
3D ReconstructionDense Pixel Correspondence EstimationGeometric MatchingImage Manipulation+3GOCor: Bringing Globally Optimized Correspondence Volumes into Your Neural Network
The feature correlation layer serves as a key neural network module in numerous computer vision problems that involve dense correspondences between image pairs. It predicts a correspondence volume by evaluating dense sca…
Dense Pixel Correspondence EstimationFeature CorrelationGeometric MatchingOptical Flow EstimationFacial Expression Retargeting from Human to Avatar Made Easy
Facial expression retargeting from humans to virtual characters is a useful technique in computer graphics and animation. Traditional methods use markers or blendshapes to construct a mapping between the human and avatar…
Geometric MatchingTranslationTripletGum-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. Subtomogram alignment is the most im…
Electron TomographyGeometric MatchingGPU