Claudia Redenbach | DeepAI

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Jesús Angulo
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∙ 07/31/2023

Hybrid quantum transfer learning for crack image classification on NISQ hardware

Quantum computers possess the potential to process data using a remarkab...

0 Alexander Geng, et al. ∙

∙ 07/17/2023

Riesz feature representation: scale equivariant scattering network for classification tasks

Scattering networks yield powerful and robust hierarchical image descrip...

0 Tin Barisin, et al. ∙

∙ 05/08/2023

Riesz networks: scale invariant neural networks in a single forward pass

Scale invariance of an algorithm refers to its ability to treat objects ...

0 Tin Barisin, et al. ∙

∙ 03/27/2023

An Analytical Representation of the 2d Generalized Balanced Power Diagram

Tessellations are an important tool to model the microstructure of cellu...

0 Christian Jung, et al. ∙

∙ 03/23/2023

Improved Anisotropic Gaussian Filters

Elongated anisotropic Gaussian filters are used for the orientation esti...

0 Alex Keilmann, et al. ∙

∙ 10/12/2022

Quantiles and depth for directional data from elliptically symmetric distributions

We present canonical quantiles and depths for directional data following...

0 Konstantin Hauch, et al. ∙

∙ 10/11/2022

Crack Modeling via Minimum-Weight Surfaces in 3d Voronoi Diagrams

Shortest paths play an important role in mathematical modeling and image...

0 Christian Jung, et al. ∙

∙ 09/27/2022

Persistent homology based goodness-of-fit tests for spatial tessellations

Motivated by the rapidly increasing relevance of virtual material design...

0 Christian Hirsch, et al. ∙

∙ 03/22/2022

A hybrid quantum image edge detector for the NISQ era

Edges are image locations where the gray value intensity changes suddenl...

0 Alexander Geng, et al. ∙

∙ 12/17/2021

Methods for segmenting cracks in 3d images of concrete: A comparison based on semi-synthetic images

Concrete is the standard construction material for buildings, bridges, a...

9 Tin Barisin, et al. ∙

∙ 10/29/2021

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

In image processing, the amount of data to be processed grows rapidly, i...

0 Alexander Geng, et al. ∙

∙ 09/27/2021

Wasserstein Patch Prior for Image Superresolution

In this paper, we introduce a Wasserstein patch prior for superresolutio...

0 Johannes Hertrich, et al. ∙

∙ 07/16/2019

Detecting anomalies in fibre systems using 3-dimensional image data

We consider the problem of detecting anomalies in the directional distri...

0 Denis Dresvyanskiy, et al. ∙

∙ 10/29/2018

Application of Clustering Methods to Anomaly Detection in Fibrous Media

The paper considers the problem of anomaly detection in 3D images of fib...

0 Denis Dresvyanskiy, et al. ∙

∙ 12/05/2017

A review on anisotropy analysis of spatial point patterns

A spatial point pattern is called anisotropic if its spatial structure d...

0 Tuomas Rajala, et al. ∙

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