arxivcs.CV2026-06-30
Symmetry-Structured Neural Completion of Islamic Geometric Patterns from Sparse Control Geometry
Islamic geometric patterns are governed by exact rotational symmetry and strict construction rules. This paper treats these rules as formal geometric knowledge and embeds them in a neural completion framework, rather than leaving them to be learned statistically from data. Given…