Orbit-structured graph decoding completes Islamic-style vector patterns from sparse control geometry with a constructive guarantee of exact N-fold symmetry and no measurable fidelity cost on clean synthetic data.
(2017).Islamic Geometric Patterns: Their Historical Development and Traditional Methods of Construction
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Symmetry-Structured Neural Completion of Islamic Geometric Patterns from Sparse Control Geometry
Orbit-structured graph decoding completes Islamic-style vector patterns from sparse control geometry with a constructive guarantee of exact N-fold symmetry and no measurable fidelity cost on clean synthetic data.