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
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
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
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
The PCB DSLR dataset is meant to facilitate research on computer-vision-based Printed Circuit Board (PCB) analysis, with a focus on recycling-related applications. The dataset contains 748 images of PCBs from a recycling facility, captured under representative conditions using a professional DSLR camera. All images come with accurate PCB segmentation information as well as bounding box information … Continue reading PCB DSLR Dataset
Indoor Skeleton Tracking Dataset Description This database contains skeleton tracking information obtained by the Asus Xtion pro live sensor in combination with OpenNI. It contains 3 different indoor environments: 90 days of tracking data from a living room, 74 days of tracking data within a kitchen as well as 20 days of tracking data within … Continue reading Indoor Skeleton Tracking Dataset
Description The database consists of falls and activities of daily living performed by two persons (person1 and person2) – each person performed all activities twice. Hence, the database consists of 72 video sequences, containing 40 falls and 32 activities of daily living. The different scenarios are adopted from Noury et al. [1] and are described … Continue reading Fall Database
SDT Dataset The dataset will be available soon.
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
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