Research

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

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

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

SYMETRIC

SYMETRIC (SYstematic MEasurement of TRacks and Infrastructure Components) Several railways modernization projects Europe-wide are currently in the planning and rollout phase. These modernizations focus on the replacement of outdated relay-based interlocking blocks by solid state interlocking blocks, as well as the rollout of ETCS Level 2 (European Train Control System). The planning and design of … Continue reading SYMETRIC

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

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

MSBin – MultiSpectral Document Binarization

This dataset is named MSBin which stands for MultiSpectral Document Binarization. The dataset is dedicated to the (document image) binarization of multispectral images. A description of the dataset is given at https://github.com/hollaus/msbin. The dataset can be downloaded from Zenodo: The dataset is introduced in: Fabian Hollaus, Simon Brenner, Robert Sablatnig: CNN Based Binarization of MultiSpectral … Continue reading MSBin – MultiSpectral Document Binarization

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

SatPark

Satellite image based on-street parking availability technology Finding a free parking spot in a city is tiring. It also costs a lot of time, money and nerves, and, last but not least, causes a lot of  unnecessary emission. Top notch parking navigation software systems are still not able to ease these pains, as options to … Continue reading SatPark