On Geometric Invariants, Learning, and Recognition of Shapes and Forms

DOI10.1007/978-3-030-31351-7_16OpenAlexW3014612283MaRDI QIDQ3300550

Mor Joseph-Rivlin, Gautam Pai, Nir Sochen, Ron Kimmel

Publication date: 29 July 2020

Published in: Handbook of Variational Methods for Nonlinear Geometric Data (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-31351-7_16

Mathematics Subject Classification ID

Numerical approximation and computational geometry (primarily algorithms) (65Dxx) Numerical methods for partial differential equations, initial value and time-dependent initial-boundary value problems (65Mxx) Numerical methods for partial differential equations, boundary value problems (65Nxx)

Uses Software

• DeepFace
• PointNet
• OctNet
• VoxNet

Cites Work

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• Integral invariants for robust geometry processing
• Identifiability and reconstruction of shapes from integral invariants
• On differential invariants of planar curves and recognizing partially occluded planar shapes
• Error bounds for approximations with deep ReLU networks
• Numerical Geometry of Non-Rigid Shapes
• Shape Manifolds, Procrustean Metrics, and Complex Projective Spaces
• Computer Vision - ECCV 2004

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