2 citations · 3 across the 4 of their papers we have counts for
5 papers
Knowing What to Label for Few Shot Microscopy Image Cell Segmentation
Youssef Dawoud, Arij Bouazizi, Katharina Ernst +2
In microscopy image cell segmentation, it is common to train a deep neural network on source data, containing different types of microscopy images, and then fine-tune it using a su…
Anomaly Detection in Multi-Agent Trajectories for Automated Driving
Julian Wiederer, Arij Bouazizi, Marco Troina +2
Human drivers can recognise fast abnormal driving situations to avoid accidents. Similar to humans, automated vehicles are supposed to perform anomaly detection. In this work, we p…
Learning Temporal 3D Human Pose Estimation with Pseudo-Labels
Arij Bouazizi, Ulrich Kressel, Vasileios Belagiannis
We present a simple, yet effective, approach for self-supervised 3D human pose estimation. Unlike the prior work, we explore the temporal information next to the multi-view self-su…
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry
Arij Bouazizi, Julian Wiederer, Ulrich Kressel +1
We present a self-supervised learning algorithm for 3D human pose estimation of a single person based on a multiple-view camera system and 2D body pose estimates for each view. To…
Traffic Control Gesture Recognition for Autonomous Vehicles
Julian Wiederer, Arij Bouazizi, Ulrich Kressel +1
A car driver knows how to react on the gestures of the traffic officers. Clearly, this is not the case for the autonomous vehicle, unless it has road traffic control gesture recogn…