41 citations · 205 across the 18 of their papers we have counts for
21 papers
Binary segmentation of medical images using implicit spline representations and deep learning
Oliver J. D. Barrowclough, Georg Muntingh, Varatharajan Nainamalai +1
We propose a novel approach to image segmentation based on combining implicit spline representations with deep convolutional neural networks. This is done by predicting the control…
Affine equivalences of surfaces of translation and minimal surfaces, and applications to symmetry detection and design
Juan Gerardo Alcázar, Georg Muntingh
We introduce a characterization for affine equivalence of two surfaces of translation defined by either rational or meromorphic generators. In turn, this induces a similar characte…
Real-time processing of high-resolution video and 3D model-based tracking for remote towers
Oliver J. D. Barrowclough, Sverre Briseid, Georg Muntingh +1
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 d…
B-spline-like bases for cubics on the Powell-Sabin 12-split
Tom Lyche, Georg Muntingh
For spaces of constant, linear, and quadratic splines of maximal smoothness on the Powell-Sabin 12-split of a triangle, the so-called S-bases were recently introduced. These are si…
Void Filling of Digital Elevation Models with Deep Generative Models
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 appli…
Reverse engineering of CAD models via clustering and approximate implicitization
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. For…