Alexander Hermans

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 45

Top Topics

Person Detection

Top Venues

Publications

Johannes Raufeisen, Kunpeng Xie, Fabian Hörst, Till Braunschweig, Jianning Li, Jens Kleesiek, Rainer Röhrig, Jan Egger, Bastian Leibe, Frank Hölzle, Alexander Hermans, Behrus Puladi
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images. CoRR (2024)
Alexey Nekrasov, Rui Zhou, Miriam Ackermann, Alexander Hermans, Bastian Leibe, Matthias Rottmann
OoDIS: Anomaly Instance Segmentation Benchmark. CoRR (2024)
Johannes Raufeisen, Kunpeng Xie, Fabian Hörst, Till Braunschweig, Jianning Li, Jens Kleesiek, Rainer Röhrig, Jan Egger, Bastian Leibe, Frank Hölzle, Alexander Hermans, Behrus Puladi
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images. Comput. Methods Programs Biomed. 252 (2024)
Patrick Wienholt, Alexander Hermans, Firas Khader, Behrus Puladi, Bastian Leibe, Christiane Kuhl, Sven Nebelung, Daniel Truhn
An Ordinal Regression Framework for a Deep Learning Based Severity Assessment for Chest Radiographs. CoRR (2024)
Amit Kumar Rana, Sabarinath Mahadevan, Alexander Hermans, Bastian Leibe
DynaMITe: Dynamic Query Bootstrapping for Multi-object Interactive Segmentation Transformer. ICCV (2023)
Alexey Nekrasov, Alexander Hermans, Lars Kuhnert, Bastian Leibe
UGainS: Uncertainty Guided Anomaly Instance Segmentation. CoRR (2023)
Alexey Nekrasov, Alexander Hermans, Lars Kuhnert, Bastian Leibe
UGainS: Uncertainty Guided Anomaly Instance Segmentation. DAGM (2023)
Ali Athar, Alexander Hermans, Jonathon Luiten, Deva Ramanan, Bastian Leibe
TarViS: A Unified Approach for Target-Based Video Segmentation. CVPR (2023)
Jonas Schult, Francis Engelmann, Alexander Hermans, Or Litany, Siyu Tang, Bastian Leibe
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation. ICRA (2023)
Karim Abou Zeid, Jonas Schult, Alexander Hermans, Bastian Leibe
Point2Vec for Self-supervised Representation Learning on Point Clouds. DAGM (2023)
Amit Kumar Rana, Sabarinath Mahadevan, Alexander Hermans, Bastian Leibe
DynaMITe: Dynamic Query Bootstrapping for Multi-object Interactive Segmentation Transformer. CoRR (2023)
Ali Athar, Alexander Hermans, Jonathon Luiten, Deva Ramanan, Bastian Leibe
TarViS: A Unified Approach for Target-based Video Segmentation. CoRR (2023)
Karim Abou Zeid, Jonas Schult, Alexander Hermans, Bastian Leibe
Point2Vec for Self-Supervised Representation Learning on Point Clouds. CoRR (2023)
István Sárándi, Alexander Hermans, Bastian Leibe
Learning 3D Human Pose Estimation from Dozens of Datasets using a Geometry-Aware Autoencoder to Bridge Between Skeleton Formats. WACV (2023)
Ali Athar, Jonathon Luiten, Alexander Hermans, Deva Ramanan, Bastian Leibe
HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images. CVPR (2022)
István Sárándi, Alexander Hermans, Bastian Leibe
Learning 3D Human Pose Estimation from Dozens of Datasets using a Geometry-Aware Autoencoder to Bridge Between Skeleton Formats. CoRR (2022)
Ali Athar, Jonathon Luiten, Alexander Hermans, Deva Ramanan, Bastian Leibe
Differentiable Soft-Masked Attention. CoRR (2022)
Dan Jia, Alexander Hermans, Bastian Leibe
Global Hierarchical Attention for 3D Point Cloud Analysis. CoRR (2022)
Jonas Schult, Francis Engelmann, Alexander Hermans, Or Litany, Siyu Tang, Bastian Leibe
Mask3D for 3D Semantic Instance Segmentation. CoRR (2022)
Dan Jia, Alexander Hermans, Bastian Leibe
2D vs. 3D LiDAR-based Person Detection on Mobile Robots. IROS (2022)
Dan Jia, Alexander Hermans, Bastian Leibe
Global Hierarchical Attention for 3D Point Cloud Analysis. GCPR (2022)
Ali Athar, Jonathon Luiten, Alexander Hermans, Deva Ramanan, Bastian Leibe
HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images. CoRR (2021)
Dan Jia, Mats Steinweg, Alexander Hermans, Bastian Leibe
Self-Supervised Person Detection in 2D Range Data using a Calibrated Camera. ICRA (2021)
Dan Jia, Alexander Hermans, Bastian Leibe
Domain and Modality Gaps for LiDAR-based Person Detection on Mobile Robots. CoRR (2021)
Dan Jia, Alexander Hermans, Bastian Leibe
DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data. CoRR (2020)
Dan Jia, Mats Steinweg, Alexander Hermans, Bastian Leibe
Self-Supervised Person Detection in 2D Range Data using a Calibrated Camera. CoRR (2020)
Dan Jia, Alexander Hermans, Bastian Leibe
DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data. IROS (2020)
Kilian Pfeiffer, Alexander Hermans, István Sárándi, Mark Weber, Bastian Leibe
Visual Person Understanding through Multi-Task and Multi-Dataset Learning. CoRR (2019)
Kilian Pfeiffer, Alexander Hermans, István Sárándi, Mark Weber, Bastian Leibe
Visual Person Understanding Through Multi-task and Multi-dataset Learning. GCPR (2019)
Francis Engelmann, Theodora Kontogianni, Alexander Hermans, Bastian Leibe
Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds. CoRR (2018)
Lucas Beyer, Alexander Hermans, Timm Linder, Kai Oliver Arras, Bastian Leibe
Deep Person Detection in 2D Range Data. CoRR (2018)
Liang-Chieh Chen, Alexander Hermans, George Papandreou, Florian Schroff, Peng Wang, Hartwig Adam
MaskLab: Instance Segmentation by Refining Object Detection With Semantic and Direction Features. CVPR (2018)
Lucas Beyer, Alexander Hermans, Timm Linder, Kai Oliver Arras, Bastian Leibe
Deep Person Detection in Two-Dimensional Range Data. IEEE Robotics Autom. Lett. 3 (3) (2018)
David Stutz, Alexander Hermans, Bastian Leibe
Superpixels: An evaluation of the state-of-the-art. Comput. Vis. Image Underst. 166 (2018)
Francis Engelmann, Theodora Kontogianni, Alexander Hermans, Bastian Leibe
Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds. ICCV Workshops (2017)
Liang-Chieh Chen, Alexander Hermans, George Papandreou, Florian Schroff, Peng Wang, Hartwig Adam
MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features. CoRR (2017)
Alexander Hermans, Lucas Beyer, Bastian Leibe
In Defense of the Triplet Loss for Person Re-Identification. CoRR (2017)
Lucas Beyer, Alexander Hermans, Bastian Leibe
DROW: Real-Time Deep Learning-Based Wheelchair Detection in 2-D Range Data. IEEE Robotics Autom. Lett. 2 (2) (2017)
Nick Hawes, Christopher Burbridge, Ferdian Jovan, Lars Kunze, Bruno Lacerda, Lenka Mudrová, Jay Young, Jeremy L. Wyatt, Denise Hebesberger, Tobias Körtner, Rares Ambrus, Nils Bore, John Folkesson, Patric Jensfelt, Lucas Beyer, Alexander Hermans, Bastian Leibe, Aitor Aldoma, Thomas Faulhammer, Michael Zillich, Markus Vincze, Eris Chinellato, Muhannad Al-Omari, Paul Duckworth, Yiannis Gatsoulis, David C. Hogg, Anthony G. Cohn, Christian Dondrup, Jaime Pulido Fentanes, Tomás Krajník, João Machado Santos, Tom Duckett, Marc Hanheide
The STRANDS Project: Long-Term Autonomy in Everyday Environments. IEEE Robotics Autom. Mag. 24 (3) (2017)
Tobias Pohlen, Alexander Hermans, Markus Mathias, Bastian Leibe
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes. CVPR (2017)
Aljosa Osep, Alexander Hermans, Francis Engelmann, Dirk Klostermann, Markus Mathias, Bastian Leibe
Multi-scale object candidates for generic object tracking in street scenes. ICRA (2016)
Nick Hawes, Chris Burbridge, Ferdian Jovan, Lars Kunze, Bruno Lacerda, Lenka Mudrová, Jay Young, Jeremy L. Wyatt, Denise Hebesberger, Tobias Körtner, Rares Ambrus, Nils Bore, John Folkesson, Patric Jensfelt, Lucas Beyer, Alexander Hermans, Bastian Leibe, Aitor Aldoma, Thomas Faulhammer, Michael Zillich, Markus Vincze, Muhannad Al-Omari, Eris Chinellato, Paul Duckworth, Yiannis Gatsoulis, David C. Hogg, Anthony G. Cohn, Christian Dondrup, Jaime Pulido Fentanes, Tomás Krajník, João Machado Santos, Tom Duckett, Marc Hanheide
The STRANDS Project: Long-Term Autonomy in Everyday Environments. CoRR (2016)
Tobias Pohlen, Alexander Hermans, Markus Mathias, Bastian Leibe
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes. CoRR (2016)
David Stutz, Alexander Hermans, Bastian Leibe
Superpixels: An Evaluation of the State-of-the-Art. CoRR (2016)
Lucas Beyer, Alexander Hermans, Bastian Leibe
DROW: Real-Time Deep Learning based Wheelchair Detection in 2D Range Data. CoRR (2016)
Lucas Beyer, Alexander Hermans, Bastian Leibe
Biternion Nets: Continuous Head Pose Regression from Discrete Training Labels. GCPR (2015)
Alexander Hermans, Georgios Floros, Bastian Leibe
Dense 3D semantic mapping of indoor scenes from RGB-D images. ICRA (2014)