Research

IPT Dataset

Identity Preserved Tracking (IPT) Dataset   Description The IPT (Identity Preserved Tracking) dataset consisting of 10 sequences of depth data recorded using an Orbbec Astra depth sensor. It features sequences in ten different locations with a high amount of background variation and is designed to be applicable to a wide range of tasks. Its labeling is … Continue reading IPT Dataset

MyeFLOW

Automated minimal residual disease assessment in childhood acute myeloid leukemia Acute leukemia is the most frequent cancer in children and adolescents. Assessment of the treatment response via quantification of minimal residual disease (MRD) at certain time-points of treatment has become a fundamental diagnostic procedure for tailoring therapy intensity and duration. In particular, children with the … Continue reading MyeFLOW

SDT Dataset

Synthetic Depth & Thermal (SDT) Dataset Description The Synthetic Depth & Thermal (SDT) dataset consists of 40k synthetic and 8k real depth and thermal stereo images, depicting human behavior in indoor environments. Included samples show uniquely posed lying, sitting and standing persons within four different room types (living room, bed room, bath room and kitchen), … Continue reading SDT Dataset

VisuAAL

Privacy-Aware and Acceptable Video-Based Technologies and Services for Active and Assisted Living VisuAAL is a transdisciplinary and cross-sectoral European project, addressing the secure use of video-based AAL technologies to deliver effective and supportive care to older adults managing their health and wellbeing. Researchers from the fields of Computer Science, Engineering, Healthcare, Law, Business and Sociology … Continue reading VisuAAL

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