Artificial Intelligence aided Design and Manufacturing

Publications

Learning Deposition Policies for Fused Multi-Material 3D Printing

Kang Liao*, Thibault Tricard*, Michal Piovarci, Hans-Peter Seidel, Vahid Babaei
* equal contribution
2023 International Conference on Robotics and Automation (ICRA), 2023

PDF Video


Autoinverse: Uncertainty Aware Inversion of Neural Networks

Navid Ansari, Hans-Peter Seidel, Nima Vahidi Ferdowsi, Vahid Babaei
Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS, spotlight ), 2022

PDF Materials Code/Data Video


Shape from Release: Inverse Design and Fabrication of Controlled Release Structures

Julian Panetta, Haleh Mohammadian, Emiliano Luci, Vahid Babaei
ACM Transactions on Graphics (SIGGRAPH ASIA 2022), Vol. 41 (6), 2022

PDF


Mixed Integer Neural Inverse Design

Navid Ansari, Hans-Peter Seidel, Vahid Babaei
ACM Transactions on Graphics (SIGGRAPH 2022), Vol. 41 (4), 2022

PDF Materials Code/Data Video Publisher


Closed-Loop Control of Direct Ink Writing via Reinforcement Learning

Michal Piovarci, Michael Foshey, Jie Xu, Timothy Erps, Vahid Babaei, Piotr Didyk, Szymon Rusinkiewicz, Wojciech Matusik, Bernd Bickel
ACM Transactions on Graphics (SIGGRAPH 2022), Vol. 41 (4), 2022

PDF Materials Code/Data Video Publisher


Topology Optimization via Frequency Tuning of Neural Design Representations

Nikan Doosti, Julian Panetta, Vahid Babaei
ACM Symposium on Computational Fabrication (SCF), 2021

PDF Video Publisher


Neural Acceleration of Scattering-Aware Color 3D Printing

Tobias Rittig *, Denis Sumin *, Vahid Babaei, Piotr Didyk, Alexey Voloboy, Alexander Wilkie, Bernd Bickel, Karol Myszkowski, Tim Weyrich, Jaroslav Křivánek
* equal contribution
Computer Graphics Forum (Proc. Eurographics), Vol. 40 (2), 2021

PDF Materials Code/Data Video


Mixed Integer Ink Selection for Spectral Reproduction

Navid Ansari, Omid Alizadeh-Mousavi, Hans-Peter Seidel, Vahid Babaei
ACM Transactions on Graphics (SIGGRAPH Asia 2020), Vol. 39 (6), 2020

PDF Materials Code/Data Video Publisher


Neural Light Field 3D Printing

Quan Zheng, Vahid Babaei, Gordon Wetzstein, Hans-Peter Seidel, Matthias Zwicker, Gurprit Singh
ACM Transactions on Graphics (SIGGRAPH Asia 2020), Vol. 39 (6), 2020

PDF Materials Publisher


Towards Spatially Varying Gloss Reproduction for 3D Printing

Michal Piovarči, Michael Foshey, Vahid Babaei, Szymon Rusinkiewicz, Wojciech Matusik, Piotr Didyk
ACM Transactions on Graphics (SIGGRAPH Asia 2020), Vol. 39 (6), 2020

PDF Video Publisher


Fabrication of Moiré on Curved Surfaces

Artin Saberpour, Roger D. Hersch, Jiajing Fang, Rhaleb Zayer, Hans-Peter Seidel, Vahid Babaei
Optics Express, Vol. 28 (13), 2020

PDF Video


Computational Image Marking on Metals via Laser Induced Heating

Sebastian Cucerca, Piotr Didyk, Hans-Peter Seidel, Vahid Babaei
ACM Transactions on Graphics (SIGGRAPH 2020), Vol. 39 (4), 2020

PDF Video Publisher Code/Data


Geometry-Aware Scattering Compensation for 3D Printing

Denis Sumin *, Tobias Rittig *, Vahid Babaei, Thomas Nindel, Alexander Wilkie, Piotr Didyk, Bernd Bickel, Jaroslav Křivánek, Karol Myszkowski, Tim Weyrich
* equal contribution
ACM Transactions on Graphics (SIGGRAPH 2019), Vol. 38 (4), 2019

PDF Publisher Materials


Deep Multispectral Painting Reproduction via Multi-Layer, Custom-Ink Printing

Liang Shi, Vahid Babaei, Chagil Kim, Michael Foshey, Yuanming Hu, Pitchaya Sitthi-Amorn, Szymon Rusinkiewicz, Wojciech Matusik
ACM Transactions on Graphics (SIGGRAPH Asia 2018), Vol. 37 (6), 2018

PDF Publisher Materials Data: Multispectral Images Data: Ink Dataset


Color Contoning for 3D Printing

Vahid Babaei, Kiril Vidimče, Michael Foshey, Alexandre Kaspar, Piotr Didyk, Wojciech Matusik
ACM Transactions on Graphics (SIGGRAPH 2017), Vol. 36 (4), 2017

PDF Publisher


FabSquare: Fabricating Photopolymer Objects by Mold 3D Printing and UV Curing

Vahid Babaei, Javier Ramos, Yongquan Lu, Guillermo Webster, Wojciech Matusik
IEEE Computer Graphics and Applications, Vol. 38 (3), 2017

PDF Publisher Code/Data Video


N-Ink Printer Characterization with Barycentric Subdivision

Vahid Babaei, Roger D. Hersch
IEEE Transactions on Image Processing, Vol. 60 (7), 2016

PDF Publisher


Color Reproduction of Metallic-Ink Images

Vahid Babaei, Roger D. Hersch
Journal of Imaging Science and Technology, Vol. 60 (3), 2016

PDF Publisher


Color Reproduction on Shrink Sleeves

Vahid Babaei, Cédric Pelvet, Roger D. Hersch
Color Research and Application Journal, Vol. 41 (1), 2016

PDF Publisher


Yule-Nielsen based Multi-Angle Reflectance Prediction of Metallic Halftones

Vahid Babaei, Roger D. Hersch
In Proc. IS&T/SPIE Electronic Imaging, International Society for Optics and Photonics, 2015

PDF Publisher


Juxtaposed Color Halftoning relying on Discrete Lines

Vahid Babaei, Roger D. Hersch
IEEE Transactions on Image Processing, Vol. 22 (2), 2013

PDF Publisher


Reducing Auto Moiré in Discrete Line Juxtaposed Halftoning

Vahid Babaei, Roger D. Hersch
In Proc. IS&T/SPIE Electronic Imaging, International Society for Optics and Photonics, 2013

PDF Publisher


Spectral Prediction of Juxtaposed Halftones relying on the Two-by-Two Dot Centering Model

Vahid Babaei, Roger D. Hersch
Journal of Imaging Science and Technology, Vol. 57 (4), 2013

PDF Publisher


Reducing the Number of Calibration Patterns for the Two-by-Two Dot Centering Model

Vahid Babaei, Romain Rossier, Roger D. Hersch
In Proc. IS&T/SPIE Electronic Imaging, International Society for Optics and Photonics, 2012

PDF Publisher
s


Using Weighted Pseudo-Inverse Method for Reconstruction of Reflectance Spectra and Analyzing the Dataset in terms of Normality

Vahid Babaei, Seyed Hossein Amirshahi, Farnaz Agahian
Color Research and Application Journal, Vol. 36 (4), 2011

Publisher