no code implementations • 5 Feb 2024 • Mulun Na, Jonathan Klein, Biao Zhang, Wojtek Pałubicki, Sören Pirk, Dominik L. Michels
We introduce the Lennard-Jones layer (LJL) for the equalization of the density of 2D and 3D point clouds through systematically rearranging points without destroying their overall structure (distribution normalization).
no code implementations • 4 Feb 2024 • Junchen Deng, Samhita Marri, Jonathan Klein, Wojtek Pałubicki, Sören Pirk, Girish Chowdhary, Dominik L. Michels
Robotic harvesting has the potential to positively impact agricultural productivity, reduce costs, improve food quality, enhance sustainability, and to address labor shortage.
no code implementations • 10 Oct 2023 • Stefan Rhys Jeske, Jonathan Klein, Dominik L. Michels, Jan Bender
Overall, this can help reduce the computational overhead of training and evaluating neural distance fields, as well as enabling the application to difficult shapes.
no code implementations • 1 Mar 2023 • Elena Trunz, Jonathan Klein, Jan Müller, Lukas Bode, Ralf Sarlette, Michael Weinmann, Reinhard Klein
We investigate the capabilities of neural inverse procedural modeling to infer high-quality procedural yarn models with fiber-level details from single images of depicted yarn samples.
no code implementations • 16 Jun 2020 • Jonathan Klein, Sören Pirk, Dominik L. Michels
We present a novel domain adaptation framework that uses morphologic segmentation to translate images from arbitrary input domains (real and synthetic) into a uniform output domain.
no code implementations • 20 Dec 2019 • Jonathan Klein, Martin Laurenzis, Matthias B. Hullin, Julian Iseringhausen
The recent years have given rise to a large number of techniques for "looking around corners", i. e., for reconstructing occluded objects from time-resolved measurements of indirect light reflections off a wall.
no code implementations • 3 Jun 2016 • Jonathan Klein, Christoph Peters, Jaime Martín, Martin Laurenzis, Matthias B. Hullin
Here we show that occluded objects can be tracked in real time using a standard 2D camera and a laser pointer.
no code implementations • CVPR 2016 • Shuochen Su, Felix Heide, Robin Swanson, Jonathan Klein, Clara Callenberg, Matthias Hullin, Wolfgang Heidrich
We propose a material classification method using raw time-of-flight (ToF) measurements.