Symmetry Detection
14 papers with code • 1 benchmarks • 5 datasets
Benchmarks
These leaderboards are used to track progress in Symmetry Detection
| Trend | Dataset | Best Model | Paper | Code | Compare |
|---|---|---|---|---|---|
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YCB-Video
NYU Symmetry Database
AvaSym
Symmetric Solids
Symbrain
Most implemented papers
Using Machine Learning to Detect Rotational Symmetries from Reflectional Symmetries in 2D Images
We demonstrate and analyze the performance of the extended algorithm to detect localised symmetries and the machine learning model to classify rotational symmetries.
Reflection and Rotation Symmetry Detection via Equivariant Learning
ahyunSeo/EquiSym
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CVPR 2022
The inherent challenge of detecting symmetries stems from arbitrary orientations of symmetry patterns; a reflection symmetry mirrors itself against an axis with a specific orientation while a rotation symmetry matches its rotated copy with a specific orientation.
Signal enhancement for two-dimensional cryo-EM data processing
Different tasks in the computational pipeline of single-particle cryo-electron microscopy (cryo-EM) require enhancing the quality of the highly noisy raw images.
Hamiltonian Neural Networks with Automatic Symmetry Detection
eva-dierkes/HNN_withSymmetries
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Recently, Hamiltonian neural networks (HNN) have been introduced to incorporate prior physical knowledge when learning the dynamical equations of Hamiltonian systems.
