Projects 2022/2023 Summer
Anomaly Detection in Human X-ray Imaging using YOLOv5
This research aims to see if it can improve computer-based anomaly detection systems for contraband…
Projects 2022/2023 Summer
Anomaly Detection for the Identification of Building Components Defects
This paper focuses on automatic identification of defective roofs and window casings using anomaly detection.…
Bachelor
Anomaly detection in human X-Ray images with YOLOv5
This research aims to evaluate the effectiveness of a machine learning architecture for object detection,…
Projects 2020/2021 Summer
Evaluating the Impact of New and Unseen Data for Contraband Detection
A previous research on object detection networks showed promising detection performance on contraband and showed…
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 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 2013
Accelerating sequential machine vision algorithms using commodity parallel hardware
Many other related research projects have considered using one domain specific algorithm to compare the…
Publications 2019
Application of laser speckle contrast imaging in laparoscopic surgery
Anastomotic leakage is a worldwide problem in gastrointestinal surgery which seems to be related to…