36 citations · 59 across the 13 of their papers we have counts for
17 papers
Beyond Classification: Task-Dependent Learnability under Privacy-Motivated Image Transformations
Leon Ranke, Wolfgang Hübner, Ronny Hug +2
Privacy-Enhancing Technologies (PETs) in computer vision often rely on noise or image perturbations to protect visual data while securely processing it, creating a trade-off betwee…
Compositional Boundaries for Density Fusion
Ratan Bahadur Thapa, Ali Darijani, Jürgen Beyerer +1
Distributed uncertainty-management systems often combine local probabilistic models along aggregation trees chosen by communication, privacy, or scheduling constraints. The final d…
A Geometric Gaussian Mixture Representation of Plane Curves
Ali Darijani, Benedikt Stratmann, Jürgen Beyerer
We introduce a user defined probabilistic polygonal representation for plane curves. Given a curve, we select vertices on the curve and connect consecutive vertices by line segment…
Realtime Global Optimization of a Fail-Safe Emergency Stop Maneuver for Arbitrary Electrical / Electronical Failures in Automated Driving
F. Duerr, J. Ziehn, R. Kohlhaas +3
In the event of a critical system failures in auto-mated vehicles, fail-operational or fail-safe measures provide minimum guarantees for the vehicle's performance, depending on whi…
MotorFactory: A Blender Add-on for Large Dataset Generation of Small Electric Motors
Chengzhi Wu, Kanran Zhou, Jan-Philipp Kaiser +7
To enable automatic disassembly of different product types with uncertain conditions and degrees of wear in remanufacturing, agile production systems that can adapt dynamically to…
Object Detection in 3D Point Clouds via Local Correlation-Aware Point Embedding
Chengzhi Wu, Julius Pfrommer, Jürgen Beyerer +2
We present an improved approach for 3D object detection in point cloud data based on the Frustum PointNet (F-PointNet). Compared to the original F-PointNet, our newly proposed meth…