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…
Projects 2020/2021 Winter
Object Detection Models for Detecting Apples in Orchards
To build a system that helps reduce the working hours of human apple pickers, an…
Projects 2019/2020 Winter
Autonomous Driving with JetBot using Deep Reinforcement Learning
Deep Reinforcement Learning has become increasingly popular. This paper takes a closer look at Deep…
Projects 2019/2020 Winter
Urban Building Quality Inspection using Hyper-spectral Imaging
Buildings are subject to environmental degradations therefore they must be maintained. The checking of these…
Publications 2018
Extra Domain Data Generation with Generative Adversarial Nets
This study focuses on supplementing data sets with data of absent classes by using other,…