2021
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Küppers, F; Kronenberger, J; Schneider, J; Haselhoff, A Bayesian Confidence Calibration for Epistemic Uncertainty Modelling (Inproceedings) Proceedings of the 2021 IEEE Intelligent Vehicles Symposium (IV'21), 2021. (Links | BibTeX) @inproceedings{KuHa21,
title = {Bayesian Confidence Calibration for Epistemic Uncertainty Modelling},
author = {F K\"{u}ppers and J Kronenberger and J. {Schneider} and A Haselhoff},
url = {https://arxiv.org/abs/2109.10092},
year = {2021},
date = {2021-01-01},
booktitle = {Proceedings of the 2021 IEEE Intelligent Vehicles Symposium (IV'21)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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Haselhoff, A; Kronenberger, J; Küppers, F; Schneider, J Towards Black-Box Explainability with Gaussian Discriminant Knowledge Distillation (Inproceedings) 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2021. (Links | BibTeX) @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},
url = {https://openaccess.thecvf.com/content/CVPR2021W/SAIAD/papers/Haselhoff_Towards_Black-Box_Explainability_With_Gaussian_Discriminant_Knowledge_Distillation_CVPRW_2021_paper.pdf},
year = {2021},
date = {2021-01-01},
booktitle = {2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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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) CoRR, abs/2101.02971 , 2021. (Links | BibTeX) @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 = {CoRR},
volume = {abs/2101.02971},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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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 (Journal Article) CoRR, abs/2101.02971 , 2021. (Links | BibTeX) @article{SchwHa21,
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 = {https://arxiv.org/abs/2101.02971},
year = {2021},
date = {2021-01-01},
journal = {CoRR},
volume = {abs/2101.02971},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2020
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Küppers, F; Kronenberger, J; Shantia, A; Haselhoff, A Multivariate Confidence Calibration for Object Detection (Inproceedings) 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 1322-1330, 2020. (Links | BibTeX) @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 = {2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
pages = {1322-1330},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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Kronenberger, J; Haselhoff, A Dependency Decomposition and a Reject Option for Explainable Models (Journal Article) CoRR, abs/2012.06523 , 2020. (Links | BibTeX) @article{HaKr19,
title = {Dependency Decomposition and a Reject Option for Explainable Models},
author = {J Kronenberger and A Haselhoff},
url = {https://arxiv.org/abs/2012.06523},
year = {2020},
date = {2020-01-01},
journal = {CoRR},
volume = {abs/2012.06523},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2019
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Küppers, F; Albers, J; Haselhoff, A Random Forest on an Embedded Device for Real-time Machine State Classification (Inproceedings) Proceedings of 27th European Signal Processing Conference (EUSIPCO 2019), pp. 1-5, 2019. (Links | BibTeX) @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}
}
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2018
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Kronenberger, J; Haselhoff, A Do Capsule Networks Solve the Problem of Rotation Invariance for Traffic Sign Classification? (Inproceedings) Artificial Neural Networks and Machine Learning - ICANN 2018, pp. 33-40, Springer International Publishing, Cham, 2018, ISBN: 978-3-030-01424-7. (BibTeX) @inproceedings{KrHa18,
title = {Do Capsule Networks Solve the Problem of Rotation Invariance for Traffic Sign Classification?},
author = {J Kronenberger and A Haselhoff},
isbn = {978-3-030-01424-7},
year = {2018},
date = {2018-01-01},
booktitle = {Artificial Neural Networks and Machine Learning - ICANN 2018},
pages = {33-40},
publisher = {Springer International Publishing},
address = {Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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2017
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Haselhoff, A; Nunn, C; Meuter, M; Müller, D; Roese-Koerner, L Markov Random Field for Image Synthesis with an Application to Traffic Sign Recognition (Inproceedings) 2017 IEEE Intelligent Vehicles Symposium (IV'17), pp. 1407-1412, 2017. (Links | BibTeX) @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 = {2017 IEEE Intelligent Vehicles Symposium (IV'17)},
pages = {1407-1412},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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2012
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Haselhoff, A; Kummert, A On filtering by means of generalized integral images: a review and applications (Journal Article) Multidimensional Systems and Signal Processing, 23 , pp. 291-312, 2012. (Links | BibTeX) @article{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},
journal = {Multidimensional Systems and Signal Processing},
volume = {23},
pages = {291-312},
publisher = {Springer},
address = {Netherlands},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2011
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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 (Inproceedings) Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP 2011), pp. 307-312, 2011. (BibTeX) @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},
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}
}
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2010
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Haselhoff, A; Kummert, A On Visual Crosswalk Detection for Driver Assistance Systems (Inproceedings) 2010 IEEE Intelligent Vehicles Symposium (IV'10), pp. 883-888, 2010. (Links | BibTeX) @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 = {2010 IEEE Intelligent Vehicles Symposium (IV'10)},
pages = {883-888},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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Sichelschmidt, S; Haselhoff, A; Kummert, A; Roehder, M; Elias, B; Berns, K Pedestrian Crossing Detection as a Part of an Urban Pedestrian Safety System (Inproceedings) 2010 IEEE Intelligent Vehicles Symposium (IV'10), pp. 840-844, 2010. (Links | BibTeX) @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 = {2010 IEEE Intelligent Vehicles Symposium (IV'10)},
pages = {840-844},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2009
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Haselhoff, A; Kummert, A An Evolutionary Optimized Vehicle Tracker in Collaboration with a Detection System (Inproceedings) 2009 12th International IEEE Conference on Intelligent Transportation Systems (ITSC'09), pp. 208-213, 2009. (Links | BibTeX) @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 = {2009 12th International IEEE Conference on Intelligent Transportation Systems (ITSC'09)},
pages = {208-213},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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Haselhoff, A; Kummert, A 2D Line Filters for Vision-based Lane Detection and Tracking (Inproceedings) 2009 6th International Workshop on Multidimensional (nD) Systems (NDS09), pp. 1-5, 2009. (Links | BibTeX) @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 = {2009 6th International Workshop on Multidimensional (nD) Systems (NDS09)},
pages = {1-5},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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Haselhoff, A; Kummert, A A Vehicle Detection System based on Haar and Triangle Features (Inproceedings) 2009 IEEE Intelligent Vehicles Symposium (IV'09), pp. 261-266, 2009. (Links | BibTeX) @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 = {2009 IEEE Intelligent Vehicles Symposium (IV'09)},
pages = {261-266},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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Haselhoff, A; Kummert, A An Analysis of Sampling for Filter-based Feature Extraction and AdaBoost Learning (Inproceedings) Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP 2009), pp. 180-185, 2009. (BibTeX) @inproceedings{HaKu094,
title = {An Analysis of Sampling for Filter-based Feature Extraction and AdaBoost Learning},
author = {A Haselhoff and A Kummert},
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
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Haselhoff, A; Schauland, S; Kummert, A A Signal Theoretic Approach to Measure the Influence of Image Resolution for Appearance-based Vehicle Detection (Inproceedings) 2008 IEEE Intelligent Vehicles Symposium (IV'08), pp. 822-827, 2008. (Links | BibTeX) @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 = {2008 IEEE Intelligent Vehicles Symposium (IV'08)},
pages = {822-827},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2007
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Haselhoff, A; Kummert, A; Schneider, G Radar-Vision Fusion for Vehicle Detection by Means of Improved Haar-Like Feature and AdaBoost Approach (Inproceedings) 2007 15th Conference on European Signal Processing Conference (EUSIPCO 2007), pp. 2070-2074, 2007. (Links | BibTeX) @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},
url = {https://ieeexplore.ieee.org/document/7099172},
year = {2007},
date = {2007-01-01},
booktitle = {2007 15th Conference on European Signal Processing Conference (EUSIPCO 2007)},
pages = {2070-2074},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
