Regular inspection and maintenance of infrastructure facilities are crucial to ensure their functionality and safety for users. However, current inspection methods are labor-intensive and can vary depending on the inspector. ...

The AUC margin loss is a valuable loss function for medical image classification as it addresses the problems of imbalanced and noisy labels. It is used by the current winner of the CheXpert competition. The CheXpert dataset ...

National Mapping Agencies (NMAs) acquire nation-wide point cloud data from Airborne Laser Scanning (ALS) sensors as well as using Dense Image Matching (DIM) on aerial images. As these datasets are often captured years ...

Deep Learning (DL) algorithms provide numerous benefits in different applications, and they usually yield successful results in scenarios with enough labeled training data and similar class proportions. However, the labeling ...

In der Produktentwicklung gelten diverse Richtlinien, an denen sich Ingenieure orientieren. Letztendlich sind aber die Erfahrungen des jeweiligen Anwenders dafür verantwortlich, ob eine Konstruktion korrekt gestaltet wird. ...

Semiclassical models based on classical trajectories for the description of the electron motion in the continuum are a powerful tool of strong-field, ultrafast, and attosecond physics. The semiclassical models allow us to ...

Prediction of human activity and detection of subsequent actions is crucial for improving the interaction between humans and robots during collaborative operations. Deep-learning techniques are being applied to recognize ...

Ein gesunder Gang ist ein komplexer Prozess und erfordert ein Gleichgewicht zwischen verschiedenen neurophysiologischen Systemen im Körper und gilt als wesentlicher Indikator für den physischen und kognitiven Gesundheitszustand ...

Deep Learning for Computer Vision has great potential in intralogistics, for example for applications such as mobile robots or autonomous forklifts. However, the availability of labelled image datasets within this area is ...

Gravitational waves from compact binary mergers are now routinely observed by Earth-bound detectors. These observations enable exciting new science, as they have opened a new window to the Universe. However, extracting ...