Search Results for author: Jonathan Klein

Found 8 papers, 0 papers with code

A Lennard-Jones Layer for Distribution Normalization

no code implementations5 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).

Denoising Point Cloud Generation

Gazebo Plants: Simulating Plant-Robot Interaction with Cosserat Rods

no code implementations4 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.

Image Segmentation object-detection +2

Zero-Level-Set Encoder for Neural Distance Fields

no code implementations10 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.

valid

Neural inverse procedural modeling of knitting yarns from images

no code implementations1 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.

Domain Adaptation with Morphologic Segmentation

no code implementations16 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.

Domain Adaptation Image-to-Image Translation +1

A Calibration Scheme for Non-Line-of-Sight Imaging Setups

no code implementations20 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.

Optically lightweight tracking of objects around a corner

no code implementations3 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.

Translation

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