Comparative Study on the Suitability of Free-Boundary Parameterization Techniques for 3D Geometry-Aware Path Generation

This paper presents a comparative study on the suitability of free-boundary surface parameterization techniques for generating trajectories on 3D surfaces. The approach maps a 3D surface to a 2D parametric domain through four parameterization methods: Least-Squares Conformal Mapping, Boundary First Flattening, As-Rigid-As-Possible, and Conformal Equivalence of Triangular Meshes. Structured trajectory patterns are generated in the 2D domain and projected back to 3D. We introduce center-to-boundary geodesic deviation measure, which yields a deviation profile over the boundary loop and reflects how well central alignment is preserved under each parameterization method. The results highlight differences in distortion and geodesic preservation, reflecting the suitability of methods for path generation.

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Publication Details

Journal
Robotics
Published
2025-10-31
DOI
https://doi.org/10.3390/robotics14110160
Primary Topic
Advanced Numerical Analysis Techniques
Type
article
Field-Weighted Citation Impact
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article

Comparative Study on the Suitability of Free-Boundary Parameterization Techniques for 3D Geometry-Aware Path Generation

Gianluca Palli, Claudio Melchiorri, Mahrukh Mahrukh, Mattia Gambazza
Robotics
Advanced Numerical Analysis Techniques
article

Comparative Study on the Suitability of Free-Boundary Parameterization Techniques for 3D Geometry-Aware Path Generation

Gianluca Palli, Claudio Melchiorri, Mahrukh Mahrukh, Mattia Gambazza
article en

Abstract

This paper presents a comparative study on the suitability of free-boundary surface parameterization techniques for generating trajectories on 3D surfaces. The approach maps a 3D surface to a 2D parametric domain through four parameterization methods: Least-Squares Conformal Mapping, Boundary First Flattening, As-Rigid-As-Possible, and Conformal Equivalence of Triangular Meshes. Structured trajectory patterns are generated in the 2D domain and projected back to 3D. We introduce center-to-boundary geodesic deviation measure, which yields a deviation profile over the boundary loop and reflects how well central alignment is preserved under each parameterization method. The results highlight differences in distortion and geodesic preservation, reflecting the suitability of methods for path generation.

RoboticsVol. 14(11)
Sacmi (Italy) (IT), University of Bologna (IT)
Openalex Percentile: Top 66%
Advanced Numerical Analysis Techniques
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