Search Results for author: Claudia Redenbach

Found 11 papers, 2 papers with code

Stochastic Geometry Models for Texture Synthesis of Machined Metallic Surfaces: Sandblasting and Milling

no code implementations20 Mar 2024 Natascha Jeziorski, Claudia Redenbach

We develop stochastic texture models for sandblasted and milled surfaces based on topography measurements of such surfaces.

Defect Detection Texture Synthesis

An in-silico approach to meniscus tissue regeneration: Modeling, numerical simulation, and experimental analysis

no code implementations9 Mar 2024 Elise Grosjean, Alex Keilmann, Henry Jäger, Shimi Mohanan, Claudia Redenbach, Bernd Simeon, Christina Surulescu, Luisa de Roy, Andreas Seitz, Graciosa Teixeira, Martin Dauner, Carsten Linti, Günter Schmidt

We develop a model the dynamics of human mesenchymal stem cells (hMSCs) and chondrocytes evolving in a nonwoven polyethylene terephtalate (PET) scaffold impregnated with hyaluron and supplied with a differentiation medium.

MorphFlow: Estimating Motion in In Situ Tests of Concrete

no code implementations17 Oct 2023 Tessa Nogatz, Claudia Redenbach, Katja Schladitz

We present a novel algorithm explicitly tailored to estimate motion from time series of 3D images of concrete.

Time Series

Hybrid quantum transfer learning for crack image classification on NISQ hardware

no code implementations31 Jul 2023 Alexander Geng, Ali Moghiseh, Claudia Redenbach, Katja Schladitz

Quantum computers possess the potential to process data using a remarkably reduced number of qubits compared to conventional bits, as per theoretical foundations.

Edge Detection Image Classification +2

Improved Anisotropic Gaussian Filters

1 code implementation23 Mar 2023 Alex Keilmann, Michael Godehardt, Ali Moghiseh, Claudia Redenbach, Katja Schladitz

Elongated anisotropic Gaussian filters are used for the orientation estimation of fibers.

A hybrid quantum image edge detector for the NISQ era

no code implementations22 Mar 2022 Alexander Geng, Ali Moghiseh, Claudia Redenbach, Katja Schladitz

In this paper, we propose a hybrid method for quantum edge detection based on the idea of a quantum artificial neuron.

Edge Detection

Improved FRQI on superconducting processors and its restrictions in the NISQ era

no code implementations29 Oct 2021 Alexander Geng, Ali Moghiseh, Claudia Redenbach, Katja Schladitz

Quantum image processing promises to encode images with logarithmically less qubits than classical pixels in the image.

Time Series Time Series Analysis

Wasserstein Patch Prior for Image Superresolution

1 code implementation27 Sep 2021 Johannes Hertrich, Antoine Houdard, Claudia Redenbach

Then, the proposed regularizer penalizes the $W_2$-distance of the patch distribution of the reconstruction to the patch distribution of some reference image at different scales.

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