The aim of this project is to investigate and to contribute to shape modeling and geometry processing for personal fabrication---a trend that currently receives intensified attention in the science and industry. Our goal is to contribute novel algorithmic solutions for fabrication-aware shape processing and interactive modeling. In particular, we want to research following aspects: (i) We want to address the currently pending problem of high-level shape understanding, (ii) we want to research novel high-level shape modeling methods for interactive creation of plausible and aesthetically appealing shapes, and finally, (iii) we want to address optimization problems related to instant desktop 3D printing, such that modeled objects can be directly fabricated. The outcome of the project will be a set of algorithmic solutions for high-level shape modeling for instant personal fabrication.

Funding

  • FWF P27972-N31

Research Areas

  • The advent of consumer-grade 3D printing has recently sparked interest in fabrication-aware shape design and optimization. We use techniques from computer graphics and engineering to develop new computational tools to facilitate the design process of physical artifacts.

Publications

20 Publications found:
Image Bib Reference Publication Type
2020
We present Points2Surf, a method to reconstruct an accurate implicit surface from a noisy point cloud. Unlike current data-driven surface reconstruction methods like DeepSDF and AtlasNet, it is patch-based, improves detail reconstruction, and unlike Screened Poisson Reconstruction (SPR), a learned prior of low-level patch shapes improves reconstruction accuracy. 
Note the quality of reconstructions, both geometric and topological, against the original surfaces. The ability of Points2Surf to generalize to new shapes makes it the first learning-based approach with significant generalization ability under both geometric and topological variations. Philipp ErlerORCID iD, Paul Guerrero, Stefan OhrhallingerORCID iD, Michael WimmerORCID iD, Niloy Mitra
Points2Surf: Learning Implicit Surfaces from Point Clouds
In Computer Vision -- ECCV 2020, pages 108-124. October 2020.
[points2surf_paper] [short video]
Conference Paper
Kurt Leimer, Andreas Winkler, Stefan OhrhallingerORCID iD, Przemyslaw Musialski
Pose to Seat: Automated design of body-supporting surfaces
Computer Aided Geometric Design, 79:1-1, April 2020. [image] [Paper] [paper]
Journal Paper (without talk)
2019
Andreas Winkler
Pose-Driven Generation and Optimization of Seating Furniture
[poster] [thesis]
Master Thesis
2018
image Kurt Leimer, Michael Birsak, Florian Rist, Przemyslaw Musialski
Sit & Relax: Interactive Design of Body-Supporting Surfaces
Computer Graphics Forum, 37(7):349-359, October 2018. [preprint] [video]
Journal Paper with Conference Talk
Michael Birsak
Discrete Optimization on Graphs and Grids for the Creation of Navigational and Artistic Imagery
Supervisor: Michael WimmerORCID iD
Duration: August 2012 — September 2018
PhD-Thesis
thumbnail Michael Birsak, Przemyslaw Musialski, Peter WonkaORCID iD, Michael WimmerORCID iD
Dynamic Path Exploration on Mobile Devices
IEEE Transactions on Visualization and Computer Graphics, 24(5):1784-1798, May 2018. [preprint]
Journal Paper (without talk)
Michael Birsak, Florian Rist, Peter WonkaORCID iD, Przemyslaw Musialski
String Art: Towards Computational Fabrication of String Images
Computer Graphics Forum (Proc. EUROGRAPHICS 2018), 37(2):263-274, April 2018.
Journal Paper with Conference Talk
Lukas Gersthofer
Reduced-Order Shape Optimization Using Offset Surfaces in Blender
[thesis]
Bachelor Thesis
2017
image Bernhard Steiner, Elham Mousavian, Fatemeh Mehdizadeh Saradj, Michael WimmerORCID iD, Przemyslaw Musialski
Integrated Structural-Architectural Design for Interactive Planning
Computer Graphics Forum, 36(8):80-94, December 2017. [preprint]
Journal Paper (without talk)
Kurt Leimer, Lukas Gersthofer, Michael WimmerORCID iD, Przemyslaw Musialski
Relation-Based Parametrization and Exploration of Shape Collections
Computers & Graphics, 67:127-137, October 2017. [preprint] [video]
Journal Paper (without talk)
2016
Lea Aichner
Interactive Shape-Aware Deformation of 3D Furniture Models
[thesis]
Bachelor Thesis
thumbnail Kurt Leimer, Michael WimmerORCID iD, Przemyslaw Musialski
Relation-Based Parametrization and Exploration of Shape Collections
Poster shown at ACM SIGGRAPH 2016 (24. July 2016-28. July 2016) In ACM SIGGRAPH 2016 Posters , pages 34:1-34:1.
[abstract] [poster] [video]
Poster
image Kurt Leimer
Co-Analysis and Parameterization of 3D Shape Collections for Shape Synthesis
[poster] [thesis]
Master Thesis
Przemyslaw Musialski, Christian Hafner, Florian Rist, Michael Birsak, Michael WimmerORCID iD, Leif Kobbelt
Non-Linear Shape Optimization Using Local Subspace Projections
ACM Transactions on Graphics, 35(4):87:1-87:13, 2016. [paper_3MB] [supplemental]
Journal Paper with Conference Talk
2015
image Christian Hafner
Optimization of Natural Frequencies for Fabrication-Aware Shape Modeling
[poster]
Master Thesis
image Przemyslaw Musialski, Thomas Auzinger, Michael Birsak, Michael WimmerORCID iD, Leif Kobbelt
Reduced-Order Shape Optimization Using Offset Surfaces
ACM Transactions on Graphics (ACM SIGGRAPH 2015), 34(4):102:1-102:9, August 2015. [additional] [fastforward] [image] [preprint] [video]
Journal Paper with Conference Talk
thumbnail Christian Hafner, Przemyslaw Musialski, Thomas Auzinger, Michael WimmerORCID iD, Leif Kobbelt
Optimization of Natural Frequencies for Fabrication-Aware Shape Modeling
Poster shown at ACM SIGGRAPH 2015 ( 9. August 2015-13. August 2015) In Proceedings of ACM SIGGRAPH 2015 Posters .
[abstract] [eposter] [thumbnail] [video]
Poster
thumbnail Przemyslaw Musialski
Computational Design for Consumer-Level Fabrication, 1. November 2015, PIXEL X, TU Wien, Karlsplatz 1, Vienna, Austria
Invited Talk
thumbnail Przemyslaw Musialski
Shape Optimization for Consumer-Level 3D Printing, 29. October 2015, VRVis, Techgate Vienna, Austria
Invited Talk
thumbnail Przemyslaw Musialski
Reduced-Order Shape Optimization Using Offset Surfaces, 24. June 2015, Institute of Science and Technology (IST), Austria
Invited Talk
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