19 citations · 19 across the 3 of their papers we have counts for
4 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…
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…
Parametric shape optimization for combined additive-subtractive manufacturing
Christian Altenhofen, Marco Attene, Oliver Barrowclough +6
In the industrial practice, additive manufacturing processes are often followed by post-processing operations such as subtractive machining, milling, etc. to achieve the desired su…
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…