Search Results for author: Georg Muntingh

Found 4 papers, 3 papers with code

Binary segmentation of medical images using implicit spline representations and deep learning

1 code implementation25 Feb 2021 Oliver J. D. Barrowclough, Georg Muntingh, Varatharajan Nainamalai, Ivar Stangeby

We adapt several existing neural network architectures and design novel loss functions that are tailored towards providing implicit spline curve approximations.

Image Segmentation Segmentation +1

Real-time processing of high-resolution video and 3D model-based tracking for remote towers

no code implementations8 Oct 2019 Oliver J. D. Barrowclough, Sverre Briseid, Georg Muntingh, Torbjørn Viksand

High quality video data is a core component in emerging remote tower operations as it inherently contains a huge amount of information on which an air traffic controller can base decisions.

Void Filling of Digital Elevation Models with Deep Generative Models

1 code implementation30 Nov 2018 Konstantinos Gavriil, Georg Muntingh, Oliver J. D. Barrowclough

In recent years, advances in machine learning algorithms, cheap computational resources, and the availability of big data have spurred the deep learning revolution in various application domains.

BIG-bench Machine Learning Generative Adversarial Network +1

Reverse engineering of CAD models via clustering and approximate implicitization

1 code implementation17 Oct 2018 Andrea Raffo, Oliver J. D. Barrowclough, Georg Muntingh

In applications like computer aided design, geometric models are often represented numerically as polynomial splines or NURBS, even when they originate from primitive geometry.

Clustering

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