2025
|
Haselhoff, Anselm; Trelenberg, Kevin; Küppers, Fabian; Schneider, Jonas The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-explainable Model with Counterfactual Explanations (Proceedings Article) In: Leonardis, Aleš; Ricci, Elisa; Roth, Stefan; Russakovsky, Olga; Sattler, Torsten; Varol, Gül (Ed.): Computer Vision – ECCV 2024, pp. 305–322, Springer Nature Switzerland, Cham, 2025, ISBN: 978-3-031-73668-1. @inproceedings{Haselhoff_2024_ECCV2,
title = {The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-explainable Model with Counterfactual Explanations},
author = {Anselm Haselhoff and Kevin Trelenberg and Fabian K\"{u}ppers and Jonas Schneider},
editor = {Ale\v{s} Leonardis and Elisa Ricci and Stefan Roth and Olga Russakovsky and Torsten Sattler and G\"{u}l Varol},
isbn = {978-3-031-73668-1},
year = {2025},
date = {2025-01-01},
booktitle = {Computer Vision \textendash ECCV 2024},
pages = {305\textendash322},
publisher = {Springer Nature Switzerland},
address = {Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2024
|
Lämmle, Sven; Bogoclu, Can; Vosshall, Robert; Haselhoff, Anselm; Roos, Dirk Quantifying Local Model Validity using Active Learning (Proceedings Article) In: Kiyavash, Negar; Mooij, Joris M. (Ed.): Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence (UAI), pp. 2113–2135, PMLR, 2024. @inproceedings{laemmle2024quantifyingV2,
title = {Quantifying Local Model Validity using Active Learning},
author = {Sven L\"{a}mmle and Can Bogoclu and Robert Vosshall and Anselm Haselhoff and Dirk Roos},
editor = {Negar Kiyavash and Joris M. Mooij},
url = {https://proceedings.mlr.press/v244/lammle24a.html},
year = {2024},
date = {2024-01-01},
booktitle = {Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence (UAI)},
volume = {244},
pages = {2113\textendash2135},
publisher = {PMLR},
series = {Proceedings of Machine Learning Research},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2023
|
Küppers, Fabian Uncertainty Calibration and its Application to Object Detection (PhD Thesis) University of Wuppertal, 2023. @phdthesis{FabianPhdthesis,
title = {Uncertainty Calibration and its Application to Object Detection},
author = {Fabian K\"{u}ppers},
doi = {10.48550/arXiv.2302.02622},
year = {2023},
date = {2023-01-01},
address = {Wuppertal, Germany},
school = {University of Wuppertal},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
|
Küppers, Fabian; Schneider, Jonas; Haselhoff, Anselm Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection (Proceedings Article) In: Karlinsky, Leonid; Michaeli, Tomer; Nishino, Ko (Ed.): Computer Vision – ECCV 2022 Workshops, pp. 426–442, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-25072-9. @inproceedings{KuHa22V2,
title = {Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection},
author = {Fabian K\"{u}ppers and Jonas Schneider and Anselm Haselhoff},
editor = {Leonid Karlinsky and Tomer Michaeli and Ko Nishino},
isbn = {978-3-031-25072-9},
year = {2023},
date = {2023-01-01},
booktitle = {Computer Vision \textendash ECCV 2022 Workshops},
pages = {426\textendash442},
publisher = {Springer Nature Switzerland},
address = {Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2022
|
Märkert, F.; Sunkel, M.; Haselhoff, A.; Rudolph, S. Segmentation-guided Domain Adaptation for Efficient Depth Completion (Journal Article) In: ArXiv, vol. abs/2210.09213, 2022. @article{MaHa2022segmentationguided,
title = {Segmentation-guided Domain Adaptation for Efficient Depth Completion},
author = {F. M\"{a}rkert and M. Sunkel and A. Haselhoff and S. Rudolph},
url = {https://arxiv.org/abs/2210.09213},
doi = {10.48550/arXiv.2210.09213},
year = {2022},
date = {2022-01-01},
journal = {ArXiv},
volume = {abs/2210.09213},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Küppers, F.; Kronenberger, J.; Schneider, J.; Haselhoff, A. Calibration of Neural Networks for Detection Models (German original: Kalibrierung von Neuronalen Netzen für Detektionsmodelle) (Proceedings Article) In: Fahrerassistenzsysteme und automatisiertes Fahren, pp. 49-61, VDI-Verlag, 2022. @inproceedings{KuHa222,
title = {Calibration of Neural Networks for Detection Models (German original: Kalibrierung von Neuronalen Netzen f\"{u}r Detektionsmodelle)},
author = {F. K\"{u}ppers and J. Kronenberger and J. Schneider and A. Haselhoff},
doi = {10.51202/9783181023945},
year = {2022},
date = {2022-01-01},
booktitle = {Fahrerassistenzsysteme und automatisiertes Fahren},
volume = {2394},
pages = {49-61},
publisher = {VDI-Verlag},
series = {VDI-Berichte},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Küppers, F.; Haselhoff, A.; Kronenberger, J.; Schneider, J. Confidence Calibration for Object Detection and Segmentation (Book Section) In: Fingscheidt, T.; Houben, S.; Gottschalk, H. (Ed.): Deep Neural Networks and Data for Automated Driving - Robustness, Uncertainty Quantification, and Insights Towards Safety, pp. 255-282, Springer Nature, 2022. @incollection{KuHa22Springer,
title = {Confidence Calibration for Object Detection and Segmentation},
author = {F. K\"{u}ppers and A. Haselhoff and J. Kronenberger and J. Schneider},
editor = {T. Fingscheidt and S. Houben and H. Gottschalk},
doi = {10.1007/978-3-031-01233-4},
year = {2022},
date = {2022-01-01},
booktitle = {Deep Neural Networks and Data for Automated Driving - Robustness, Uncertainty Quantification, and Insights Towards Safety},
pages = {255-282},
publisher = {Springer Nature},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
Detjen, H.; Kronenberger, J.; Trelenberg, K.; Mattick, X.; Kohl, P.; Lämmer-Gamp, T.; Geisler, S.; Handmann, U.; Haselhoff, A.; Malzahn, N. Der Mensch im Zentrum der automatisierten Mobilität (Technical Report) Centrum für automatisierte Mobilität (CAMO) 2022. @techreport{camo2022_2,
title = {Der Mensch im Zentrum der automatisierten Mobilit\"{a}t},
author = {H. Detjen and J. Kronenberger and K. Trelenberg and X. Mattick and P. Kohl and T. L\"{a}mmer-Gamp and S. Geisler and U. Handmann and A. Haselhoff and N. Malzahn},
url = {https://www.handmann.net/pdf/CAMO-MiZ-Themenheft-20220517.pdf},
year = {2022},
date = {2022-01-01},
institution = {Centrum f\"{u}r automatisierte Mobilit\"{a}t (CAMO)},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
Kronenberger, J.; Trelenberg, K.; Detjen, H.; Geisler, S.; Handmann, U.; Haselhoff, A.; Malzahn, N. Automatisierte Mobilität: Überblick über die technologischen Grundlagen (Technical Report) Centrum für automatisierte Mobilität (CAMO) 2022. @techreport{camo2022_1,
title = {Automatisierte Mobilit\"{a}t: \"{U}berblick \"{u}ber die technologischen Grundlagen},
author = {J. Kronenberger and K. Trelenberg and H. Detjen and S. Geisler and U. Handmann and A. Haselhoff and N. Malzahn},
url = {https://www.camo.nrw/wp-content/uploads/2022/05/TAM_20220512.pdf},
year = {2022},
date = {2022-01-01},
institution = {Centrum f\"{u}r automatisierte Mobilit\"{a}t (CAMO)},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
2021
|
Küppers, F.; Kronenberger, J.; Schneider, J.; Haselhoff, A. Bayesian Confidence Calibration for Epistemic Uncertainty Modelling (Proceedings Article) In: 2021 IEEE Intelligent Vehicles Symposium (IV), pp. 466–472, IEEE Press, Nagoya, Japan, 2021. @inproceedings{KuHa21,
title = {Bayesian Confidence Calibration for Epistemic Uncertainty Modelling},
author = {F. K\"{u}ppers and J. Kronenberger and J. Schneider and A. Haselhoff},
doi = {10.1109/IV48863.2021.9575841},
year = {2021},
date = {2021-01-01},
booktitle = {2021 IEEE Intelligent Vehicles Symposium (IV)},
pages = {466\textendash472},
publisher = {IEEE Press},
address = {Nagoya, Japan},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Haselhoff, A.; Kronenberger, J.; Küppers, F.; Schneider, J. Towards Black-Box Explainability with Gaussian Discriminant Knowledge Distillation (Proceedings Article) In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021. @inproceedings{KroHa21,
title = {Towards Black-Box Explainability with Gaussian Discriminant Knowledge Distillation},
author = {A. Haselhoff and J. Kronenberger and F. K\"{u}ppers and J. Schneider},
doi = {10.1109/CVPRW53098.2021.00011},
year = {2021},
date = {2021-01-01},
booktitle = {2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Houben, S.; Abrecht, S.; Akila, M.; Bär, A.; Brockherde, F.; Feifel, P.; Fingscheidt, T.; Gannamaneni, Sai S.; Ghobadi, Eghbal S.; Hammam, A.; Haselhoff, A.; Hauser, F.; Heinzemann, C.; Hoffmann, M.; Kapoor, N.; Kappel, F.; Klingner, M.; Kronenberger, J.; Küppers, F.; Löhdefink, J.; Mlynarski, M.; Mock, M.; Mualla, F.; Pavlitskaya, S.; Poretschkin, M.; Pohl, A.; Ravi-Kumar, V.; Rosenzweig, J.; Rottmann, M.; Rüping, S.; Sämann, T.; Schneider, J. D.; Schulz, E.; Schwalbe, G.; Sicking, J.; Srivastava, T.; Varghese, S.; Weber, M.; Wirkert, S.; Wirtz, T.; Woehrle, M. Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety (Journal Article) In: ArXiv, vol. abs/2101.02971, 2021. @article{houben2021inspect,
title = {Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety},
author = {S. Houben and S. Abrecht and M. Akila and A. B\"{a}r and F. Brockherde and P. Feifel and T. Fingscheidt and Sai S. Gannamaneni and Eghbal S. Ghobadi and A. Hammam and A. Haselhoff and F. Hauser and C. Heinzemann and M. Hoffmann and N. Kapoor and F. Kappel and M. Klingner and J. Kronenberger and F. K\"{u}ppers and J. L\"{o}hdefink and M. Mlynarski and M. Mock and F. Mualla and S. Pavlitskaya and M. Poretschkin and A. Pohl and V. Ravi-Kumar and J. Rosenzweig and M. Rottmann and S. R\"{u}ping and T. S\"{a}mann and J. D. Schneider and E. Schulz and G. Schwalbe and J. Sicking and T. Srivastava and S. Varghese and M. Weber and S. Wirkert and T. Wirtz and M. Woehrle},
url = {https://arxiv.org/abs/2104.14235},
year = {2021},
date = {2021-01-01},
journal = {ArXiv},
volume = {abs/2101.02971},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Schwaiger, F.; Henne, M.; Küppers, F.; Roza, Schmoeller F.; Roscher, K.; Haselhoff, A. From Black-box to White-box: Examining Confidence Calibration under different Conditions (Proceedings Article) In: Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021), 2021. @inproceedings{SchwHa21CEUR,
title = {From Black-box to White-box: Examining Confidence Calibration under different Conditions},
author = {F. Schwaiger and M. Henne and F. K\"{u}ppers and Schmoeller F. Roza and K. Roscher and A. Haselhoff},
url = {http://ceur-ws.org/Vol-2808/},
year = {2021},
date = {2021-01-01},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Kronenberger, J.; Trelenberg, K.; Detjen, H.; Geisler, S.; Handmann, U.; Haselhoff, A.; Malzahn, N. Künstliche Intelligenz in der automatisierten Mobilität (Technical Report) Centrum für automatisierte Mobilität (CAMO) 2021. @techreport{camo2021_1,
title = {K\"{u}nstliche Intelligenz in der automatisierten Mobilit\"{a}t},
author = {J. Kronenberger and K. Trelenberg and H. Detjen and S. Geisler and U. Handmann and A. Haselhoff and N. Malzahn},
url = {https://www.camo.nrw/wp-content/uploads/2021/10/KI-Themenheft_211025.pdf},
year = {2021},
date = {2021-01-01},
institution = {Centrum f\"{u}r automatisierte Mobilit\"{a}t (CAMO)},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
|
2020
|
Küppers, F.; Kronenberger, J.; Shantia, A.; Haselhoff, A. Multivariate Confidence Calibration for Object Detection (Proceedings Article) In: Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 1322-1330, 2020. @inproceedings{KuHa20,
title = {Multivariate Confidence Calibration for Object Detection},
author = {F. K\"{u}ppers and J. Kronenberger and A. Shantia and A. Haselhoff},
doi = {10.1109/CVPRW50498.2020.00171},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
pages = {1322-1330},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2019
|
Kronenberger, J.; Haselhoff, A. Dependency Decomposition and a Reject Option for Explainable Models (Proceedings Article) In: Proceedings of the 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2019. @inproceedings{KrHa19,
title = {Dependency Decomposition and a Reject Option for Explainable Models},
author = {J. Kronenberger and A. Haselhoff},
doi = {10.48550/arXiv.2012.06523},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
series = {Workshop Verification and Certification of Neural Networks},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Küppers, F.; Albers, J.; Haselhoff, A. Random Forest on an Embedded Device for Real-time Machine State Classification (Proceedings Article) In: Proceedings of 27th European Signal Processing Conference (EUSIPCO 2019), pp. 1-5, 2019. @inproceedings{KueHa19,
title = {Random Forest on an Embedded Device for Real-time Machine State Classification},
author = {F. K\"{u}ppers and J. Albers and A. Haselhoff},
doi = {10.23919/EUSIPCO.2019.8902993},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of 27th European Signal Processing Conference (EUSIPCO 2019)},
pages = {1-5},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2018
|
Kronenberger, J.; Haselhoff, A. Do Capsule Networks Solve the Problem of Rotation Invariance for Traffic Sign Classification? (Proceedings Article) In: Proceedings of the 27th International Conference on Artificial Neural Networks (ICANN 2018), pp. 33-40, 2018. @inproceedings{KrHa18,
title = {Do Capsule Networks Solve the Problem of Rotation Invariance for Traffic Sign Classification?},
author = {J. Kronenberger and A. Haselhoff},
doi = {10.1007/978-3-030-01424-7_4},
year = {2018},
date = {2018-01-01},
booktitle = {Proceedings of the 27th International Conference on Artificial Neural Networks (ICANN 2018)},
pages = {33-40},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2017
|
Haselhoff, A.; Nunn, C.; Meuter, M.; Müller, D.; Roese-Koerner, L. Markov Random Field for Image Synthesis with an Application to Traffic Sign Recognition (Proceedings Article) In: Proceedings of the 2017 IEEE Intelligent Vehicles Symposium (IV'17), pp. 1407-1412, 2017. @inproceedings{Ha17,
title = {Markov Random Field for Image Synthesis with an Application to Traffic Sign Recognition},
author = {A. Haselhoff and C. Nunn and M. Meuter and D. M\"{u}ller and L. Roese-Koerner},
doi = {10.1109/IVS.2017.7995907},
year = {2017},
date = {2017-01-01},
booktitle = {Proceedings of the 2017 IEEE Intelligent Vehicles Symposium (IV'17)},
pages = {1407-1412},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2012
|
Haselhoff, A.; Kummert, A. On filtering by means of generalized integral images: a review and applications (Book Section) In: Multidimensional Systems and Signal Processing, vol. 23, pp. 291-312, Springer, Netherlands, 2012. @incollection{HaKu123,
title = {On filtering by means of generalized integral images: a review and applications},
author = {A. Haselhoff and A. Kummert},
doi = {10.1007/s11045-010-0112-5},
year = {2012},
date = {2012-01-01},
booktitle = {Multidimensional Systems and Signal Processing},
volume = {23},
pages = {291-312},
publisher = {Springer},
address = {Netherlands},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
2011
|
Haselhoff, A.; Höhmann, L.; Kummert, A.; Nunn, C.; Meuter, M.; Müller-Schneiders, S. Multi-Camera Pedestrian Detection by Means of Track-To-Track Fusion and Car2Car Communication (Proceedings Article) In: Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP 2011), pp. 307-312, 2011. @inproceedings{HaKu111,
title = {Multi-Camera Pedestrian Detection by Means of Track-To-Track Fusion and Car2Car Communication},
author = {A. Haselhoff and L. H\"{o}hmann and A. Kummert and C. Nunn and M. Meuter and S. M\"{u}ller-Schneiders},
doi = {10.5220/0003315603070312},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP 2011)},
pages = {307-312},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2010
|
Haselhoff, A.; Kummert, A. On Visual Crosswalk Detection for Driver Assistance Systems (Proceedings Article) In: Proceedings of the 2010 IEEE Intelligent Vehicles Symposium (IV'10), pp. 883-888, 2010. @inproceedings{HaKu101,
title = {On Visual Crosswalk Detection for Driver Assistance Systems},
author = {A. Haselhoff and A. Kummert},
doi = {10.1109/IVS.2010.5548074},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 2010 IEEE Intelligent Vehicles Symposium (IV'10)},
pages = {883-888},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Sichelschmidt, S.; Haselhoff, A.; Kummert, A.; Roehder, M.; Elias, B.; Berns, K. Pedestrian Crossing Detection as a Part of an Urban Pedestrian Safety System (Proceedings Article) In: Proceedings of the 2010 IEEE Intelligent Vehicles Symposium (IV'10), pp. 840-844, 2010. @inproceedings{HaKu102,
title = {Pedestrian Crossing Detection as a Part of an Urban Pedestrian Safety System},
author = {S. Sichelschmidt and A. Haselhoff and A. Kummert and M. Roehder and B. Elias and K. Berns},
doi = {10.1109/IVS.2010.5548032},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 2010 IEEE Intelligent Vehicles Symposium (IV'10)},
pages = {840-844},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2009
|
Haselhoff, A.; Kummert, A. An Evolutionary Optimized Vehicle Tracker in Collaboration with a Detection System (Proceedings Article) In: Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems (ITSC'09), pp. 208-213, 2009. @inproceedings{HaKu091,
title = {An Evolutionary Optimized Vehicle Tracker in Collaboration with a Detection System},
author = {A. Haselhoff and A. Kummert},
doi = {10.1109/ITSC.2009.5309835},
year = {2009},
date = {2009-01-01},
booktitle = {Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems (ITSC'09)},
pages = {208-213},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Haselhoff, A.; Kummert, A. 2D Line Filters for Vision-based Lane Detection and Tracking (Proceedings Article) In: Proceedings of the 6th International Workshop on Multidimensional (nD) Systems (NDS09), pp. 1-5, 2009. @inproceedings{HaKu092,
title = {2D Line Filters for Vision-based Lane Detection and Tracking},
author = {A. Haselhoff and A. Kummert},
doi = {10.1109/NDS.2009.5196176},
year = {2009},
date = {2009-01-01},
booktitle = {Proceedings of the 6th International Workshop on Multidimensional (nD) Systems (NDS09)},
pages = {1-5},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Haselhoff, A.; Kummert, A. A Vehicle Detection System based on Haar and Triangle Features (Proceedings Article) In: Proceedings of the 2009 IEEE Intelligent Vehicles Symposium (IV'09), pp. 261-266, 2009. @inproceedings{HaKu093,
title = {A Vehicle Detection System based on Haar and Triangle Features},
author = {A. Haselhoff and A. Kummert},
doi = {10.1109/IVS.2009.5164288},
year = {2009},
date = {2009-01-01},
booktitle = {Proceedings of the 2009 IEEE Intelligent Vehicles Symposium (IV'09)},
pages = {261-266},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Haselhoff, A.; Kummert, A. An Analysis of Sampling for Filter-based Feature Extraction and AdaBoost Learning (Proceedings Article) In: Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP 2009), pp. 180-185, 2009. @inproceedings{HaKu094,
title = {An Analysis of Sampling for Filter-based Feature Extraction and AdaBoost Learning},
author = {A. Haselhoff and A. Kummert},
doi = {10.5220/0001791201800185},
year = {2009},
date = {2009-01-01},
booktitle = {Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP 2009)},
volume = {2},
pages = {180-185},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2008
|
Haselhoff, A.; Schauland, S.; Kummert, A. A Signal Theoretic Approach to Measure the Influence of Image Resolution for Appearance-based Vehicle Detection (Proceedings Article) In: Proceedings of the 2008 IEEE Intelligent Vehicles Symposium (IV'08), pp. 822-827, 2008. @inproceedings{HaKu082,
title = {A Signal Theoretic Approach to Measure the Influence of Image Resolution for Appearance-based Vehicle Detection},
author = {A. Haselhoff and S. Schauland and A. Kummert},
doi = {10.1109/IVS.2008.4621252},
year = {2008},
date = {2008-01-01},
booktitle = {Proceedings of the 2008 IEEE Intelligent Vehicles Symposium (IV'08)},
pages = {822-827},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2007
|
Haselhoff, A.; Kummert, A.; Schneider, G. Radar-Vision Fusion for Vehicle Detection by Means of Improved Haar-Like Feature and AdaBoost Approach (Proceedings Article) In: Proceedings of the 15th Conference on European Signal Processing Conference (EUSIPCO 2007), pp. 2070-2074, 2007, ISBN: 978-839-2134-04-6. @inproceedings{HaKu072,
title = {Radar-Vision Fusion for Vehicle Detection by Means of Improved Haar-Like Feature and AdaBoost Approach},
author = {A. Haselhoff and A. Kummert and G. Schneider},
isbn = {978-839-2134-04-6},
year = {2007},
date = {2007-01-01},
booktitle = {Proceedings of the 15th Conference on European Signal Processing Conference (EUSIPCO 2007)},
pages = {2070-2074},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
0000
|
Haselhoff, Anselm Stephan; Müller, Dennis; Meuter, Mirko Nicolas; Nunn, Christian Markus Verfahren zum Erzeugen eines Trainingsbildes (Miscellaneous) 0000. @misc{Patent2016,
title = {Verfahren zum Erzeugen eines Trainingsbildes},
author = {Anselm Stephan Haselhoff and Dennis M\"{u}ller and Mirko Nicolas Meuter and Christian Markus Nunn},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
|
Kummert, Anton; Schauland, Sam; Haselhoff, Anselm; Jörg, Velten; Georgios, Keremis; Marco, Krips Verfahren und Vorrichtung zur Erzeugung von Bildinformationen (Miscellaneous) 0000. @misc{Patent2010,
title = {Verfahren und Vorrichtung zur Erzeugung von Bildinformationen},
author = {Anton Kummert and Sam Schauland and Anselm Haselhoff and Velten J\"{o}rg and Keremis Georgios and Krips Marco},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
|
