17 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.CV2022
Global Hierarchical Attention for 3D Point Cloud Analysis
Dan Jia, Alexander Hermans, Bastian Leibe
We propose a new attention mechanism, called Global Hierarchical Attention (GHA), for 3D point cloud analysis. GHA approximates the regular global dot-product attention via a serie…
cs.CV2016★ 17 cited
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes
Tobias Pohlen, Alexander Hermans, Markus Mathias +1
Semantic image segmentation is an essential component of modern autonomous driving systems, as an accurate understanding of the surrounding scene is crucial to navigation and actio…