Alexander Hermans

In Defense of the Triplet Loss for Person Re-Identification

Alexander Hermans, Lucas Beyer, Bastian Leibe · arXiv (Cornell University) · 2017 · 2.9K citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +17

Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes

Tobias Pohlen, Alexander Hermans, Markus Mathias et al. · 2017 · 600 citations

Convolutional Neural Network, Scene Analysis, Engineering +17

Superpixels: An evaluation of the state-of-the-art

David Stutz, Alexander Hermans, Bastian Leibe · Computer Vision and Image Understanding · 2017 · 517 citations · Full text

Machine Vision, Image Analysis, Engineering +7

MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features

Liang-Chieh Chen, Alexander Hermans, George Papandreou et al. · 2018 · 396 citations

Convolutional Neural Network, Scene Analysis, Engineering +16

Dense 3D semantic mapping of indoor scenes from RGB-D images

Alexander Hermans, Bastian Leibe · 2014 · 271 citations

Engineering, Machine Learning, Point Cloud Processing +22