Symmetry Detection
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Benchmarks
YCB-Video
Most implemented
Scattering Spectra Models for Physics
E3Sym: Leveraging E(3) Invariance for Unsupervised 3D Planar Reflective Symmetry Detection
Symmetry Detection of Occluded Point Cloud Using Deep Learning
DeepFlux for Skeletons in the Wild
Hamiltonian Neural Networks with Automatic Symmetry Detection
Signal enhancement for two-dimensional cryo-EM data processing
Papers
ARD-REFSM: Enhancing Reflection Symmetry Detection with Asymmetric Denoising and Rotation Equivariance
Reflection symmetry detection remains challenging due to interference from asymmetric regions and arbitrary orientations of symmetric patterns. Asymmetric regions introduce background clutter that disrupts symmetric patt…
Symmetry DetectionClassical Versus Deep Mirror-Symmetry Scoring: A Benchmark of Thirteen Methods
Quantifying how mirror-symmetric an image is about a given axis (symmetry scoring) underpins applications from visual aesthetics to medical imaging, yet proposed scoring methods have never been compared on a common, stat…
Symmetry DetectionArchSym: Detecting 3D-Grounded Architectural Symmetries in the Wild
Symmetry detection is a fundamental problem in computer vision, and symmetries serve as powerful priors for downstream tasks. However, existing learning-based methods for detecting 3D symmetries from single images have b…
Symmetry DetectionImage MatchingSpectral Discovery of Continuous Symmetries via Generalized Fourier Transforms
Continuous symmetries are fundamental to many scientific and learning problems, yet they are often unknown a priori. Existing symmetry discovery approaches typically search directly in the space of transformation generat…
Symmetry DetectionSymmetry Informative and Agnostic Feature Disentanglement for 3D Shapes
Shape descriptors, i.e., per-vertex features of 3D meshes or point clouds, are fundamental to shape analysis. Historically, various handcrafted geometry-aware descriptors and feature refinement techniques have been propo…
Symmetry DetectionPoint CloudsDeep Feature Deformation Weights
Handle-based mesh deformation is a classic paradigm in computer graphics which enables intuitive edits from sparse controls. Classical techniques are fast and precise, but require users to know ideal handle placement apr…
Symmetry Detection