Research

MaLeStV

Machine Learning of motion patterns in the penal system The everyday life of a prison is characterised by aspects of security. A number of structural and organisational measures (prison cell design, video surveillance, …) are designed to reduce the risk of safety-related incidents in prisons and to support the personnel of the correctional system in … Continue reading MaLeStV

FairAlgos

Fairness, Bias und Transparenz von Computer Vision Algorithmen Datenbasierte Technologie hat das Ziel, nach gewissen Merkmalen zu diskriminieren, zu klassifizieren und zu unterscheiden. Hierbei muss jedoch zwischen erwünschten und unfairen Formen der Diskriminierung unterschieden werden. In aktuellen und weit verbreiteten Bilddatenbanken wie zum Beispiel dem IMDB Datenset wurde ein geschlechtsspezifischer Bias offengelegt. Das bedeutet, dass … Continue reading FairAlgos

WCBuddy

Investigation of behaviour modelling on the toilet for supporting the autonomous use via guidance In the field of toileting (personal hygiene), there are surprisingly few AAL / supporting technologies and also few projects dealing with this topic. This is all the more surprising, as there is a great need and the visit to a toilet … Continue reading WCBuddy

The Origin of the Glagolitic‐Old Church Slavonic Manuscripts

In continuation of the FWF projects The Sinaitic Sacramentary (Euchologium) Fragments and The Enigma of the Sinaitic Glagolitic Tradition, the focus of this project is the investigation of the origin and later fate of the early Glagolitic sources for the development of the Glagolitic and Old Church Slavonic traditions. At the same time it is … Continue reading The Origin of the Glagolitic‐Old Church Slavonic Manuscripts

DIANA

Digital Intelligent Assistant for Nursing Applications The care of people with cognitive impairment is demanding and requires a high level of personnel and nursing commitment. It is therefore of the utmost importance to develop solutions that can support caregivers in their daily work at an unprecedented level. The project DIANA improves the life and safety … Continue reading DIANA

Karel Horak

Machine Learning | Computer Vision Research: Machine learning algorithms in data & image analysis. Anomaly detection in industry, biomedical and cultural heritage tasks. Projects & affiliation: Cybernetics and Artificial Intelligence (Czech Institute of Informatics, Robotics and Cybernetics). Machine Learning Methods in Computer Vision (Technische Universität Wien). Deep Learning in High-Performance Vision (Austrian Institute of Technology). Centre … Continue reading Karel Horak

EnterTrain

In EnterTrain, new, innovative technology for sensing relevant mobility and gaming characteristics of individuals is used to drive a personalized gaming platform that serves the needs of the end-users in their private homes and increases their quality of life. Interoperability with existing AAL systems and services is guaranteed by relying on open standards and a … Continue reading EnterTrain

PaCaBa – Parking Cars Barcelona Dataset

The PaCaBa (Parking Cars Barcelona) dataset is a WorldView-3 stereo satellite image dataset with labeled parking cars. It consists of three parts: Raw geotiff images with polygon annotations of cars. Image patches of size 540×540 with rotated bounding box annotations of parking cars. This part is suitable for training and testing of a parking cars … Continue reading PaCaBa – Parking Cars Barcelona Dataset

FlowMe

Die Durchflusszytometrie ist eine standardisierte Messmethode in der Medizin und Biotechnologie, welche die Analyse von einzelnen Zellen erlaubt. Diese Methode ermöglicht die Intensität von Erkrankungen (Minimal Residual Disease – MRD), wie Leukämie, durch die Bestimmung der Anzahl von Krebszellen im Blut, festzustellen. Dadurch kann die Therapie an die Patientin bzw. den Patienten angepasst werden und … Continue reading FlowMe