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Russian Journal of Cybernetics, 2025 Volume 6, Issue 1, Pages 35–46 (Mi uk193)

Point cloud (irregular grid) interpolation with the curved point-normal triangles

A. L. Legotin, G. K. Vinogradov

Scientific Research Institute for System Analysis of the National Research Centre “Kurchatov Institute”, Moscow, Russian Federation

Abstract: We examine interpolation from a point cloud, where data is arranged in an irregular grid, as it plays a crucial role in both scientific research and practical applications. We developed an algorithm for interpolating irregular data using a parameterized curved point-normal triangle. We also address the challenge of selecting vertex normals for the surface.

Keywords: interpolation, point cloud, irregular grid, Bezier triangle, vertex normal, curved pointnormal triangles, PN triangles.



© Steklov Math. Inst. of RAS, 2025