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Alexander Hermans
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2020 – today
- 2024
- [j5]Johannes Raufeisen, Kunpeng Xie, Fabian Hörst
, Till Braunschweig
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images. Comput. Methods Programs Biomed. 252: 108215 (2024) - [c19]Jens Piekenbrinck, Alexander Hermans, Narunas Vaskevicius, Timm Linder, Bastian Leibe:
RGB-D Cube R-CNN: 3D Object Detection with Selective Modality Dropout. CVPR Workshops 2024: 1997-2006 - [i25]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 abs/2401.15638 (2024) - [i24]Patrick Wienholt
An Ordinal Regression Framework for a Deep Learning Based Severity Assessment for Chest Radiographs. CoRR abs/2402.05685 (2024) - [i23]Alexey Nekrasov, Rui Zhou, Miriam Ackermann, Alexander Hermans, Bastian Leibe, Matthias Rottmann:
OoDIS: Anomaly Instance Segmentation Benchmark. CoRR abs/2406.11835 (2024) - [i22]Gonzalo Martin Garcia, Karim Abou Zeid, Christian Schmidt, Daan de Geus, Alexander Hermans, Bastian Leibe:
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think. CoRR abs/2409.11355 (2024) - 2023
- [c18]Ali Athar, Alexander Hermans, Jonathon Luiten, Deva Ramanan, Bastian Leibe:
TarViS: A Unified Approach for Target-Based Video Segmentation. CVPR 2023: 18738-18748 - [c17]Alexey Nekrasov
UGainS: Uncertainty Guided Anomaly Instance Segmentation. DAGM 2023: 50-66 - [c16]Karim Abou Zeid, Jonas Schult, Alexander Hermans, Bastian Leibe:
Point2Vec for Self-supervised Representation Learning on Point Clouds. DAGM 2023: 131-146 - [c15]Amit Kumar Rana, Sabarinath Mahadevan, Alexander Hermans, Bastian Leibe:
DynaMITe: Dynamic Query Bootstrapping for Multi-object Interactive Segmentation Transformer. ICCV 2023: 1043-1052 - [c14]Jonas Schult, Francis Engelmann, Alexander Hermans, Or Litany, Siyu Tang
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation. ICRA 2023: 8216-8223 - [c13]István Sárándi
Learning 3D Human Pose Estimation from Dozens of Datasets using a Geometry-Aware Autoencoder to Bridge Between Skeleton Formats. WACV 2023: 2955-2965 - [i21]Ali Athar, Alexander Hermans, Jonathon Luiten, Deva Ramanan
TarViS: A Unified Approach for Target-based Video Segmentation. CoRR abs/2301.02657 (2023) - [i20]Karim Abou Zeid, Jonas Schult, Alexander Hermans, Bastian Leibe:
Point2Vec for Self-Supervised Representation Learning on Point Clouds. CoRR abs/2303.16570 (2023) - [i19]Amit Kumar Rana, Sabarinath Mahadevan, Alexander Hermans, Bastian Leibe:
DynaMITe: Dynamic Query Bootstrapping for Multi-object Interactive Segmentation Transformer. CoRR abs/2304.06668 (2023) - [i18]Alexey Nekrasov, Alexander Hermans, Lars Kuhnert, Bastian Leibe:
UGainS: Uncertainty Guided Anomaly Instance Segmentation. CoRR abs/2308.02046 (2023) - 2022
- [c12]Ali Athar, Jonathon Luiten, Alexander Hermans, Deva Ramanan
HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images. CVPR 2022: 3012-3021 - [c11]Dan Jia
Global Hierarchical Attention for 3D Point Cloud Analysis. GCPR 2022: 262-277 - [c10]Dan Jia, Alexander Hermans, Bastian Leibe:
2D vs. 3D LiDAR-based Person Detection on Mobile Robots. IROS 2022: 3604-3611 - [i17]Ali Athar, Jonathon Luiten, Alexander Hermans, Deva Ramanan
Differentiable Soft-Masked Attention. CoRR abs/2206.00182 (2022) - [i16]Dan Jia, Alexander Hermans, Bastian Leibe
Global Hierarchical Attention for 3D Point Cloud Analysis. CoRR abs/2208.03791 (2022) - [i15]Jonas Schult, Francis Engelmann, Alexander Hermans, Or Litany, Siyu Tang, Bastian Leibe
Mask3D for 3D Semantic Instance Segmentation. CoRR abs/2210.03105 (2022) - [i14]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 abs/2212.14474 (2022) - 2021
- [c9]Dan Jia, Mats Steinweg, Alexander Hermans, Bastian Leibe
Self-Supervised Person Detection in 2D Range Data using a Calibrated Camera. ICRA 2021: 13301-13307 - [i13]Dan Jia, Alexander Hermans, Bastian Leibe:
Domain and Modality Gaps for LiDAR-based Person Detection on Mobile Robots. CoRR abs/2106.11239 (2021) - [i12]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 abs/2112.09131 (2021) - 2020
- [b1]Alexander Hermans:
Learning-based visual scene and person understanding for mobile robotics. RWTH Aachen University, Germany, 2020 - [c8]Dan Jia, Alexander Hermans, Bastian Leibe
DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data. IROS 2020: 10270-10277 - [i11]Dan Jia
DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data. CoRR abs/2004.14079 (2020) - [i10]Dan Jia
Self-Supervised Person Detection in 2D Range Data using a Calibrated Camera. CoRR abs/2012.08890 (2020)
2010 – 2019
- 2019
- [c7]Kilian Pfeiffer, Alexander Hermans, István Sárándi
Visual Person Understanding Through Multi-task and Multi-dataset Learning. GCPR 2019: 551-566 - [i9]Kilian Pfeiffer, Alexander Hermans, István Sárándi
Visual Person Understanding through Multi-Task and Multi-Dataset Learning. CoRR abs/1906.03019 (2019) - 2018
- [j4]David Stutz, Alexander Hermans, Bastian Leibe
Superpixels: An evaluation of the state-of-the-art. Comput. Vis. Image Underst. 166: 1-27 (2018) - [j3]Lucas Beyer
Deep Person Detection in Two-Dimensional Range Data. IEEE Robotics Autom. Lett. 3(3): 2726-2733 (2018) - [c6]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: 4013-4022 - [i8]Francis Engelmann, Theodora Kontogianni, Alexander Hermans, Bastian Leibe:
Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds. CoRR abs/1802.01500 (2018) - [i7]Lucas Beyer, Alexander Hermans, Timm Linder, Kai Oliver Arras, Bastian Leibe:
Deep Person Detection in 2D Range Data. CoRR abs/1804.02463 (2018) - 2017
- [j2]Lucas Beyer, Alexander Hermans
DROW: Real-Time Deep Learning-Based Wheelchair Detection in 2-D Range Data. IEEE Robotics Autom. Lett. 2(2): 585-592 (2017) - [j1]Nick Hawes
The STRANDS Project: Long-Term Autonomy in Everyday Environments. IEEE Robotics Autom. Mag. 24(3): 146-156 (2017) - [c5]Tobias Pohlen, Alexander Hermans, Markus Mathias, Bastian Leibe
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes. CVPR 2017: 3309-3318 - [c4]Francis Engelmann
Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds. ICCV Workshops 2017: 716-724 - [i6]Alexander Hermans, Lucas Beyer, Bastian Leibe:
In Defense of the Triplet Loss for Person Re-Identification. CoRR abs/1703.07737 (2017) - [i5]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 abs/1712.04837 (2017) - 2016
- [c3]Aljosa Osep, Alexander Hermans, Francis Engelmann
Multi-scale object candidates for generic object tracking in street scenes. ICRA 2016: 3180-3187 - [i4]Lucas Beyer, Alexander Hermans, Bastian Leibe:
DROW: Real-Time Deep Learning based Wheelchair Detection in 2D Range Data. CoRR abs/1603.02636 (2016) - [i3]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 abs/1604.04384 (2016) - [i2]Tobias Pohlen, Alexander Hermans, Markus Mathias, Bastian Leibe:
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes. CoRR abs/1611.08323 (2016) - [i1]David Stutz, Alexander Hermans, Bastian Leibe:
Superpixels: An Evaluation of the State-of-the-Art. CoRR abs/1612.01601 (2016) - 2015
- [c2]Lucas Beyer, Alexander Hermans, Bastian Leibe:
Biternion Nets: Continuous Head Pose Regression from Discrete Training Labels. GCPR 2015: 157-168 - 2014
- [c1]Alexander Hermans, Georgios Floros, Bastian Leibe
Dense 3D semantic mapping of indoor scenes from RGB-D images. ICRA 2014: 2631-2638
Coauthor Index
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last updated on 2024-10-16 20:31 CEST by the dblp team
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