15 citations · 21 across the 11 of their papers we have counts for
3 papers · 1 filter
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…