Geometry Processing 2023 - Symposium Proceedings
Genova - Italy | July 03 – 05, 2023


Meshing
HalfedgeCNN for Native and Flexible Deep Learning on Triangle Meshes
Ingmar Ludwig, Daniel Tyson, and Marcel Campen
HexBox: Interactive Box Modeling of Hexahedral Meshes
Francesco Zoccheddu, Enrico Gobbetti, Marco Livesu, Nico Pietroni, and Gianmarco Cherchi
Quadratic-Attraction Subdivision
Kestutis Karciauskas and Jorg Peters
PowerRTF: Power Diagram based Restricted Tangent Face for Surface Remeshing
Yuyou Yao, Jingjing Liu, Yue Fei, Wenming Wu, Gaofeng Zhang, Dong-Ming Yan, and Liping Zheng
2D Geometry
Singularity-Free Frame Fields for Line Drawing Vectorization
Olga Guțan, Shreya Hegde, Erick Jimenez Berumen, Mikhail Bessmeltsev, and Edward Chien
Variational Pruning of Medial Axes of Planar Shapes
Peter Rong and Tao Ju
Details on Surfaces
Deep Deformation Detail Synthesis for Thin Shell Models
Lan Chen, Lin Gao, Jie Yang, Shibiao Xu, Juntao Ye, Xiaopeng Zhang, and Yu-Kun Lai
Graph-Based Synthesis for Skin Micro Wrinkles
Sebastian Weiss, Jonathan Moulin, Prashanth Chandran, Gaspard Zoss, Paulo Gotardo, and Derek Bradley
A Shape Modulus for Fractal Geometry Generation
Alexa L. Schor and Theodore Kim
Surface Reconstruction
Feature-Preserving Offset Mesh Generation from Topology-Adapted Octrees
Daniel Zint, Nissim Maruani, Mael Rouxel-Labbé, and Pierre Alliez
Poisson Manifold Reconstruction - Beyond Co-dimension One
Maximilian Kohlbrenner, Singchun Lee, Marc Alexa, and Misha Kazhdan
Deformation
Maximum Likelihood Coordinates
Qingjun Chang, Chongyang Deng, and Kai Hormann
Point Clouds and Scenes
Cross-Shape Attention for Part Segmentation of 3D Point Clouds
Marios Loizou, Siddhant Garg, Dmitry Petrov, Melinos Averkiou, and Evangelos Kalogerakis
Lightweight Curvature Estimation on Point Clouds with Randomized Corrected Curvature Measures
Jacques-Olivier Lachaud, David Coeurjolly, Céline Labart, Pascal Romon, and Boris Thibert
Factored Neural Representation for Scene Understanding
Yu-Shiang Wong and Niloy J. Mitra
Shape Correspondence
Attention And Positional Encoding Are (Almost) All You Need For Shape Matching
Alessandro Raganato, Gabriella Pasi, and Simone Melzi
Partial Matching of Nonrigid Shapes by Learning Piecewise Smooth Functions
David Bensaid, Noam Rotstein, Nelson Goldenstein, and Ron Kimmel
BPM: Blended Piecewise Möbius Maps
Shir Rorberg, Amir Vaxman, and Mirela Ben-Chen
VOLMAP: a Large Scale Benchmark for Volume Mappings to Simple Base Domains
Gianmarco Cherchi and Marco Livesu
Representation and Learning
Neural Representation of Open Surfaces
Thor V. Christiansen, Jakob Andreas Bærentzen, Rasmus R. Paulsen, and Morten R. Hannemose
3D Keypoint Estimation Using Implicit Representation Learning
Xiangyu Zhu, Dong Du, Haibin Huang, Chongyang Ma, and Xiaoguang Han

Recent Submissions

  • 3D Keypoint Estimation Using Implicit Representation Learning 

    Zhu, Xiangyu; Du, Dong; Huang, Haibin; Ma, Chongyang; Han, Xiaoguang (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    In this paper, we tackle the challenging problem of 3D keypoint estimation of general objects using a novel implicit representation. Previous works have demonstrated promising results for keypoint prediction through direct ...
  • Neural Representation of Open Surfaces 

    Christiansen, Thor V.; Bærentzen, Jakob Andreas; Paulsen, Rasmus R.; Hannemose, Morten R. (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    Neural implicit surfaces have emerged as an effective, learnable representation for shapes of arbitrary topology. However, representing open surfaces remains a challenge. Different methods, such as unsigned distance fields ...
  • BPM: Blended Piecewise Möbius Maps 

    Rorberg, Shir; Vaxman, Amir; Ben-Chen, Mirela (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    We propose a novel Möbius interpolator that takes as an input a discrete map between the vertices of two planar triangle meshes, and outputs a continuous map on the input domain. The output map interpolates the discrete ...
  • VOLMAP: a Large Scale Benchmark for Volume Mappings to Simple Base Domains 

    Cherchi, Gianmarco; Livesu, Marco (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    Correspondences between geometric domains (mappings) are ubiquitous in computer graphics and engineering, both for a variety of downstream applications and as core building blocks for higher level algorithms. In particular, ...
  • Partial Matching of Nonrigid Shapes by Learning Piecewise Smooth Functions 

    Bensaid, David; Rotstein, Noam; Goldenstein, Nelson; Kimmel, Ron (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    Learning functions defined on non-flat domains, such as outer surfaces of non-rigid shapes, is a central task in computer vision and geometry processing. Recent studies have explored the use of neural fields to represent ...
  • Attention And Positional Encoding Are (Almost) All You Need For Shape Matching 

    Raganato, Alessandro; Pasi, Gabriella; Melzi, Simone (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    The fast development of novel approaches derived from the Transformers architecture has led to outstanding performance in different scenarios, from Natural Language Processing to Computer Vision. Recently, they achieved ...
  • Factored Neural Representation for Scene Understanding 

    Wong, Yu-Shiang; Mitra, Niloy J. (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    A long-standing goal in scene understanding is to obtain interpretable and editable representations that can be directly constructed from a raw monocular RGB-D video, without requiring specialized hardware setup or priors. ...
  • Lightweight Curvature Estimation on Point Clouds with Randomized Corrected Curvature Measures 

    Lachaud, Jacques-Olivier; Coeurjolly, David; Labart, Céline; Romon, Pascal; Thibert, Boris (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    The estimation of differential quantities on oriented point cloud is a classical step for many geometry processing tasks in computer graphics and vision. Even if many solutions exist to estimate such quantities, they usually ...
  • Cross-Shape Attention for Part Segmentation of 3D Point Clouds 

    Loizou, Marios; Garg, Siddhant; Petrov, Dmitry; Averkiou, Melinos; Kalogerakis, Evangelos (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    We present a deep learning method that propagates point-wise feature representations across shapes within a collection for the purpose of 3D shape segmentation. We propose a cross-shape attention mechanism to enable ...
  • Maximum Likelihood Coordinates 

    Chang, Qingjun; Deng, Chongyang; Hormann, Kai (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    Any point inside a d-dimensional simplex can be expressed in a unique way as a convex combination of the simplex's vertices, and the coefficients of this combination are called the barycentric coordinates of the point. The ...
  • Poisson Manifold Reconstruction - Beyond Co-dimension One 

    Kohlbrenner, Maximilian; Lee, Singchun; Alexa, Marc; Kazhdan, Misha (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    Screened Poisson Surface Reconstruction creates 2D surfaces from sets of oriented points in 3D (and can be extended to codimension one surfaces in arbitrary dimensions). In this work we generalize the technique to manifolds ...
  • Feature-Preserving Offset Mesh Generation from Topology-Adapted Octrees 

    Zint, Daniel; Maruani, Nissim; Rouxel-Labbé, Mael; Alliez, Pierre (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    We introduce a reliable method to generate offset meshes from input triangle meshes or triangle soups. Our method proceeds in two steps. The first step performs a Dual Contouring method on the offset surface, operating on ...
  • A Shape Modulus for Fractal Geometry Generation 

    Schor, Alexa L.; Kim, Theodore (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    We present an efficient new method for computing Mandelbrot-like fractals (Julia sets) that approximate a user-defined shape. Our algorithm is orders of magnitude faster than previous methods, as it entirely sidesteps the ...
  • Graph-Based Synthesis for Skin Micro Wrinkles 

    Weiss, Sebastian; Moulin, Jonathan; Chandran, Prashanth; Zoss, Gaspard; Gotardo, Paulo; Bradley, Derek (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    We present a novel graph-based simulation approach for generating micro wrinkle geometry on human skin, which can easily scale up to the micro-meter range and millions of wrinkles. The simulation first samples pores on the ...
  • Deep Deformation Detail Synthesis for Thin Shell Models 

    Chen, Lan; Gao, Lin; Yang, Jie; Xu, Shibiao; Ye, Juntao; Zhang, Xiaopeng; Lai, Yu-Kun (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    In physics-based cloth animation, rich folds and detailed wrinkles are achieved at the cost of expensive computational resources and huge labor tuning. Data-driven techniques make efforts to reduce the computation significantly ...
  • Variational Pruning of Medial Axes of Planar Shapes 

    Rong, Peter; Ju, Tao (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    Medial axis (MA) is a classical shape descriptor in graphics and vision. The practical utility of MA, however, is hampered by its sensitivity to boundary noise. To prune unwanted branches from MA, many definitions of ...
  • Singularity-Free Frame Fields for Line Drawing Vectorization 

    Guțan, Olga; Hegde, Shreya; Berumen, Erick Jimenez; Bessmeltsev, Mikhail; Chien, Edward (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    State-of-the-art methods for line drawing vectorization rely on generated frame fields for robust direction disambiguation, with each of the two axes aligning to different intersecting curve tangents around junctions. ...
  • PowerRTF: Power Diagram based Restricted Tangent Face for Surface Remeshing 

    Yao, Yuyou; Liu, Jingjing; Fei, Yue; Wu, Wenming; Zhang, Gaofeng; Yan, Dong-Ming; Zheng, Liping (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    Triangular meshes of superior quality are important for geometric processing in practical applications. Existing approximative CVT-based remeshing methodology uses planar polygonal facets to fit the original surface, ...
  • HexBox: Interactive Box Modeling of Hexahedral Meshes 

    Zoccheddu, Francesco; Gobbetti, Enrico; Livesu, Marco; Pietroni, Nico; Cherchi, Gianmarco (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    We introduce HexBox, an intuitive modeling method and interactive tool for creating and editing hexahedral meshes. Hexbox brings the major and widely validated surface modeling paradigm of surface box modeling into the ...
  • Quadratic-Attraction Subdivision 

    Karciauskas, Kestutis; Peters, Jorg (The Eurographics Association and John Wiley & Sons Ltd., 2023)
    The idea of improving multi-sided piecewise polynomial surfaces, by explicitly prescribing their behavior at a central surface point, allows for decoupling shape finding from enforcing local smoothness constraints. ...

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