Projects 2021/2022 Winter
A Comparison of Deep Learning Methods for Two-Wheeler Detection in Images
Traffic analysis is currently a laborious task performed manually by human experts. Object detection models…
Projects 2021/2022 Winter
Hyperspectral Imaging for Overlapping Polymer Flakes Segmentation
We use plastics for a large variety of tasks. However, they are highly dangerous for…
Projects 2021/2022 Winter
Ship corrosion detection
Optimizing the visual inspection of ship conditions . The goal was to speed up ship…
Projects 2021/2022 Winter
Localization and Classification of Anomalies in X-ray Images of Humans
X-ray scanners are commonly used to help prevent contraband from being smuggled into prisons. Analyzing…
Projects 2020/2021 Summer
Obstacle Detection for BVLOS Drones
With the introduction of new regulations in the European Union, the future of Beyond Visual…
Projects 2020/2021 Summer
Instance Segmentation of Polymer Flakes through Hyperspectral Imaging
With the increasing amount of plastic waste being produced worldwide every year, effective recycling of…
Projects 2020/2021 Winter
Contraband Detection in X-ray Images using Deep Neural Networks
X-ray scanners are a commonly used tool to prevent contraband from entering secured facilities. Our…
Publications 2021
Identification of point sources in gamma rays using U-shaped convolutional neural networks and a data challenge
Authors: Sascha Carona, Klaas Dijkstra, Christopher Ecknerd, Luc Hendriksa, Guðlaugur Jóhannessonf, Boris Panes, Roberto Ruiz…
Publications 2020
Deep learning and hyperspectral imaging for unmanned aerial vehicles
PhD Thesis: Recently there has been much interest in hyperspectral imaging research and applications. Hyperspectral…
Publications 2020
CentroidNetV2: A hybrid deep neural network for small-object segmentation and counting
This paper presents CentroidNetV2, a novel hybrid Convolutional Neural Network (CNN) that has been specifically…