Alexander Hermans

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Bastian LeibeProfessor for Computer Vision, RWTH Aachen UniversityVerified email at vision.rwth-aachen.de
Lucas BeyerGoogle Brain, RWTH AachenVerified email at google.com
Markus MathiasRWTH Aachen UniversityVerified email at vision.rwth-aachen.de
George PapandreouNTUA > UCLA > TTIC > Google > Ariel AI > SnapVerified email at arielai.com
Liang-Chieh (Jay) ChenResearch Scientist, ByteDance, LAVerified email at cs.ucla.edu
Hartwig AdamDirector of Engineering, Google ResearchVerified email at google.com
Tobias PohlenDeepMindVerified email at google.com
David StutzResearch Scientist, DeepMindVerified email at deepmind.com
Florian SchroffGoogle Inc.Verified email at google.com
Georgios FlorosIndependent Researcher, Georgios Floros Software SolutionsVerified email at vision.rwth-aachen.de
Dan JiaRWTH Aachen UniversityVerified email at vision.rwth-aachen.de
Theodora KontogianniETH ZurichVerified email at vision.rwth-aachen.de
Timm LinderResearch Scientist Robot Perception, Bosch ResearchVerified email at timmlinder.de
Kai O. ArrasHead of Robotics Research, Bosch Corporate ResearchVerified email at cs.uni-freiburg.de
Aljosa OsepPostdoc, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Jonas SchultRWTH Aachen UniversityVerified email at rwth-aachen.de
Ali AtharRWTH Aachen UniversityVerified email at vision.rwth-aachen.de
Jonathon LuitenRWTH Aachen, Carnegie Mellon UniversityVerified email at rwth-aachen.de
Deva RamananProfessor, Robotics Institute, Carnegie Mellon UniversityVerified email at cs.cmu.edu
István SárándiResearcher, Real Virtual Humans, University of TuebingenVerified email at vision.rwth-aachen.de

Alexander Hermans

RWTH Aachen University

Verified email at vision.rwth-aachen.de

computer vision machine learning robotics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
In Defense of the Triplet Loss for Person Re-Identification A Hermans, L Beyer, B Leibe, *equal contribution arXiv preprint arXiv:1703.07737, 2017	3041	2017
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes T Pohlen, A Hermans, M Mathias, B Leibe Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2017	610	2017
Superpixels: An Evaluation of the State-of-the-Art D Stutz, A Hermans, B Leibe Computer Vision and Image Understanding, 2017	477	2017
MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features LC Chen, A Hermans, G Papandreou, F Schroff, P Wang, H Adam Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018	383	2018
Dense 3D Semantic Mapping of Indoor Scenes from RGB-D Images A Hermans, G Floros, B Leibe Robotics and Automation (ICRA), 2014 IEEE International Conference on, 2631-2638, 2014	289	2014
Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds F Engelmann, T Kontogianni, A Hermans, B Leibe Proceedings of the IEEE International Conference on Computer Vision, 3DRMS …, 2017	265	2017
The strands project: Long-term autonomy in everyday environments N Hawes, C Burbridge, F Jovan, L Kunze, B Lacerda, L Mudrová, J Young, ... IEEE Robotics & Automation Magazine 24 (3), 146-156, 2017	214	2017
Biternion Nets: Continuous Head Pose Regression from Discrete Training Labels L Beyer, A Hermans, B Leibe GCPR, 2015	62	2015
Multi-Scale Object Candidates for Generic Object Tracking in Street Scenes A Ošep, A Hermans, F Engelmann, D Klostermann, M Mathias, B Leibe Robotics and Automation (ICRA), 2016 IEEE International Conference on, 3180-3187, 2016	47	2016
DROW: Real-Time Deep Learning based Wheelchair Detection in 2D Range Data L Beyer, A Hermans, B Leibe, *equal contribution IEEE Robotics and Automation Letters, 2016	39	2016
Deep Person Detection in 2D Range Data L Beyer, A Hermans, T Linder, KO Arras, B Leibe IEEE Robotics and Automation Letters 3 (3), 2726-2733, 2018	27*	2018
DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data D Jia, A Hermans, B Leibe 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020	15	2020
Mask3D for 3D Semantic Instance Segmentation J Schult, F Engelmann, A Hermans, O Litany, S Tang, B Leibe arXiv preprint arXiv:2210.03105, 2022	11	2022
Domain and Modality Gaps for LiDAR-based Person Detection on Mobile Robots D Jia, A Hermans, B Leibe arXiv preprint arXiv:2106.11239, 2021	8*	2021
Instance segmentation LC Chen, A Hermans, G Papandreou, GF Schroff, P Wang, H Adam US Patent 11,074,504, 2021	5	2021
Self-Supervised Person Detection in 2D Range Data using a Calibrated Camera D Jia, M Steinweg, A Hermans, B Leibe 2021 IEEE International Conference on Robotics and Automation (ICRA), 13301 …, 2021	5	2021
HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images A Athar, J Luiten, A Hermans, D Ramanan, B Leibe Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022	4	2022
Visual Person Understanding through Multi-task and Multi-dataset Learning K Pfeiffer, A Hermans, I Sárándi, M Weber, B Leibe German Conference on Pattern Recognition, 551-566, 2019	4	2019
DynaMITe: Dynamic Query Bootstrapping for Multi-object Interactive Segmentation Transformer AK Rana, S Mahadevan, A Hermans, B Leibe arXiv preprint arXiv:2304.06668, 2023	1	2023
TarViS: A Unified Approach for Target-based Video Segmentation A Athar, A Hermans, J Luiten, D Ramanan, B Leibe arXiv preprint arXiv:2301.02657, 2023	1	2023

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