29 citations · 40 across the 5 of their papers we have counts for
5 papers
Guideline for Trustworthy Artificial Intelligence -- AI Assessment Catalog
Maximilian Poretschkin, Anna Schmitz, Maram Akila +11
Artificial Intelligence (AI) has made impressive progress in recent years and represents a key technology that has a crucial impact on the economy and society. However, it is clear…
Learning Syllogism with Euler Neural-Networks
Tiansi Dong, Chengjiang Li, Christian Bauckhage +3
Traditional neural networks represent everything as a vector, and are able to approximate a subset of logical reasoning to a certain degree. As basic logic relations are better rep…
Hierarchical Salient Object Detection for Assisted Grasping
Dominik Alexander Klein, Boris Illing, Bastian Gaspers +2
Visual scene decomposition into semantic entities is one of the major challenges when creating a reliable object grasping system. Recently, we introduced a bottom-up hierarchical c…
Realtime Hierarchical Clustering based on Boundary and Surface Statistics
Dominik Alexander Klein, Dirk Schulz, Armin Bernd Cremers
Visual grouping is a key mechanism in human scene perception. There, it belongs to the subconscious, early processing and is key prerequisite for other high level tasks such as rec…
Exploring Human Vision Driven Features for Pedestrian Detection
Shanshan Zhang, Christian Bauckhage, Dominik A. Klein +1
Motivated by the center-surround mechanism in the human visual attention system, we propose to use average contrast maps for the challenge of pedestrian detection in street scenes…