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ORCIDSebastian Houben
Person information
- affiliation: Hochschule Bonn-Rhein-Sieg, Sankt Augustin, Germany
- affiliation (former): Ruhr-Universität Bochum
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2020 – today
- 2025
[c38]Shalaka Satheesh, Katharina Beckh, Katrin Klug, Héctor Allende-Cid, Sebastian Houben, Teena Hassan:
Robustness Evaluation of the German Extractive Question Answering Task. COLING 2025: 1785-1801- 2024
- [c37]Julian Spravil, Sebastian Houben, Sven Behnke:
HyenaPixel: Global Image Context with Convolutions. ECAI 2024: 521-528 - [c36]Octavio Arriaga, Jichen Guo, Rebecca Adam
, Sebastian Houben, Frank Kirchner:
Bayesian Inverse Graphics for Few-Shot Concept Learning. NeSy (1) 2024: 141-165 - [c35]Aashish Raviraj, Maximilian Johenneken, Ahmad Drak, Alexander Asteroth, Sebastian Houben:
Individual Plant Detection on Post-Harvest Forest Floor Using Aerial Imagery. SoftCOM 2024: 1-6 - [i16]Julian Spravil, Sebastian Houben, Sven Behnke:
HyenaPixel: Global Image Context with Convolutions. CoRR abs/2402.19305 (2024) - [i15]Dorina Weichert, Alexander Kister, Sebastian Houben, Patrick Link, Gunar Ernis:
Robust Entropy Search for Safe Efficient Bayesian Optimization. CoRR abs/2405.19059 (2024) - [i14]Octavio Arriaga, Jichen Guo, Rebecca Adam, Sebastian Houben, Frank Kirchner:
Bayesian Inverse Graphics for Few-Shot Concept Learning. CoRR abs/2409.08351 (2024) - 2023
- [c34]Syed Musharraf Ali, Tobias Deußer, Sebastian Houben, Lars Patrick Hillebrand, Tim Metzler, Rafet Sifa:
Automatic Consistency Checking of Table and Text in Financial Documents. NLDL 2023 - [c33]Katharina Beckh, Sebastian Müller, Matthias Jakobs, Vanessa Toborek, Hanxiao Tan, Raphael Fischer, Pascal Welke, Sebastian Houben, Laura von Rüden:
Harnessing Prior Knowledge for Explainable Machine Learning: An Overview. SaTML 2023: 450-463 - [c32]Pranisha Chaturvedi, Maximilian Johenneken, Ahmad Drak, Sebastian Houben, Alexander Asteroth:
Object-Based Tree Stump Detection Fusing RGB and Multispectral Data. SoftCOM 2023: 1-6 - [i13]Maximilian Poretschkin, Anna Schmitz, Maram Akila, Linara Adilova, Daniel Becker, Armin B. Cremers, Dirk Hecker, Sebastian Houben, Michael Mock, Julia Rosenzweig, Joachim Sicking, Elena Schulz, Angelika Voss, Stefan Wrobel:
Guideline for Trustworthy Artificial Intelligence - AI Assessment Catalog. CoRR abs/2307.03681 (2023) - 2022
- [c31]Vincent Scharf, Ibrahim Shakir Syed, Michal Stolarz, Mihir Mehta, Sebastian Houben:
Object Tracking for the Rotating Table Test. RoboCup 2022: 75-86 - [i12]Julian Wörmann, Daniel Bogdoll, Etienne Bührle, Han Chen, Evaristus Fuh Chuo, Kostadin Cvejoski, Ludger van Elst, Tobias Gleißner, Philip Gottschall, Stefan Griesche, Christian Hellert, Christian Hesels, Sebastian Houben, Tim Joseph, Niklas Keil, Johann Kelsch, Hendrik Königshof, Erwin Kraft, Leonie Kreuser, Kevin Krone, Tobias Latka, Denny Mattern, Stefan Matthes, Mohsin Munir, Moritz Nekolla, Adrian Paschke, Maximilian Alexander Pintz, Tianming Qiu, Faraz Qureishi, Syed Tahseen Raza Rizvi, Jörg Reichardt, Laura von Rüden, Stefan Rudolph, Alexander Sagel, Gerhard Schunk, Hao Shen, Hendrik Stapelbroek, Vera Stehr, Gurucharan Srinivas, Anh Tuan Tran, Abhishek Vivekanandan, Ya Wang, Florian Wasserrab, Tino Werner, Christian Wirth, Stefan Zwicklbauer:
Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey. CoRR abs/2205.04712 (2022) - [i11]Laura von Rüden, Sebastian Houben, Kostadin Cvejoski, Christian Bauckhage, Nico Piatkowski:
Informed Pre-Training on Prior Knowledge. CoRR abs/2205.11433 (2022) - [i10]Dorina Weichert, Alexander Kister, Sebastian Houben, Gunar Ernis, Stefan Wrobel:
Robustness in Fatigue Strength Estimation. CoRR abs/2212.01136 (2022) - 2021
- [c30]Julia Rosenzweig, Joachim Sicking, Sebastian Houben, Michael Mock, Maram Akila:
Patch Shortcuts: Interpretable Proxy Models Efficiently Find Black-Box Vulnerabilities. CVPR Workshops 2021: 56-65 - [c29]Linara Adilova, Elena Schulz, Maram Akila, Sebastian Houben, Jan David Schneider, Fabian Hüger, Tim Wirtz:
Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation. CVPR Workshops 2021: 85-92 - [c28]Sujan Sai Gannamaneni, Sebastian Houben, Maram Akila:
Semantic Concept Testing in Autonomous Driving by Extraction of Object-Level Annotations from CARLA. ICCVW 2021: 1006-1014 - [c27]Ufuk Kacmaz, Jan Melchior, Daniela Horn, Andreas Witte, Sebastian Schoenen, Sebastian Houben:
Fully Automated, Realistic License Plate Substitution in Real-Life Images. ITSC 2021: 2972-2978 - [c26]Julia Rosenzweig, Eduardo Brito, Hans-Ulrich Kobialka, Maram Akila, Nico M. Schmidt, Peter Schlicht, Jan David Schneider, Fabian Hüger, Matthias Rottmann, Sebastian Houben, Tim Wirtz:
Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis. IV Workshops 2021: 182-189 - [c25]Daniela Horn, Lars Janssen, Sebastian Houben:
Automated Selection of High-Quality Synthetic Images for Data-Driven Machine Learning: A Study on Traffic Signs. IV 2021: 832-837 - [c24]Thomas Barowski, Andre Brehme, Magdalena Szczot, Sebastian Houben:
Dynamic Door Modeling for Monocular 3D Vehicle Detection. IV 2021: 1359-1365 - [i9]Linara Adilova, Elena Schulz, Maram Akila, Sebastian Houben, Jan David Schneider, Fabian Hüger, Tim Wirtz:
Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation. CoRR abs/2104.09254 (2021) - [i8]Julia Rosenzweig, Joachim Sicking, Sebastian Houben, Michael Mock, Maram Akila:
Patch Shortcuts: Interpretable Proxy Models Efficiently Find Black-Box Vulnerabilities. CoRR abs/2104.11691 (2021) - [i7]Sebastian Houben, Stephanie Abrecht, Maram Akila, Andreas Bär, Felix Brockherde, Patrick Feifel, Tim Fingscheidt, Sujan Sai Gannamaneni, Seyed Eghbal Ghobadi, Ahmed Hammam, Anselm Haselhoff, Felix Hauser, Christian Heinzemann, Marco Hoffmann, Nikhil Kapoor, Falk Kappel, Marvin Klingner, Jan Kronenberger, Fabian Küppers, Jonas Löhdefink, Michael Mlynarski, Michael Mock, Firas Mualla, Svetlana Pavlitskaya, Maximilian Poretschkin, Alexander Pohl, Varun Ravi Kumar, Julia Rosenzweig, Matthias Rottmann, Stefan Rüping, Timo Sämann, Jan David Schneider, Elena Schulz, Gesina Schwalbe, Joachim Sicking, Toshika Srivastava, Serin Varghese, Michael Weber, Sebastian Wirkert, Tim Wirtz, Matthias Woehrle:
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety. CoRR abs/2104.14235 (2021) - [i6]Katharina Beckh, Sebastian Müller, Matthias Jakobs, Vanessa Toborek, Hanxiao Tan, Raphael Fischer, Pascal Welke, Sebastian Houben, Laura von Rüden:
Explainable Machine Learning with Prior Knowledge: An Overview. CoRR abs/2105.10172 (2021) - [i5]Julia Rosenzweig, Eduardo Brito, Hans-Ulrich Kobialka, Maram Akila, Nico M. Schmidt, Peter Schlicht, Jan David Schneider, Fabian Hüger, Matthias Rottmann, Sebastian Houben, Tim Wirtz:
Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis. CoRR abs/2106.05549 (2021) - 2020
- [c23]Daniela Horn, Sebastian Houben:
Fully Automated Traffic Sign Substitution in Real-World Images for Large-Scale Data Augmentation. IV 2020: 465-471 - [c22]Stephanie Abrecht, Maram Akila, Sujan Sai Gannamaneni, Konrad Groh, Christian Heinzemann, Sebastian Houben, Matthias Woehrle:
Revisiting Neuron Coverage and Its Application to Test Generation. SAFECOMP Workshops 2020: 289-301 - [i4]Joachim Sicking, Maram Akila, Tim Wirtz, Sebastian Houben, Asja Fischer:
Characteristics of Monte Carlo Dropout in Wide Neural Networks. CoRR abs/2007.05434 (2020)
2010 – 2019
- 2019
- [j8]Marius Beul, Matthias Nieuwenhuisen, Jan Quenzel, Radu Alexandru Rosu, Jannis Horn, Dmytro Pavlichenko, Sebastian Houben, Sven Behnke:
Team NimbRo at MBZIRC 2017: Fast landing on a moving target and treasure hunting with a team of micro aerial vehicles. J. Field Robotics 36(1): 204-229 (2019) - [j7]Jan Quenzel, Matthias Nieuwenhuisen, David Droeschel, Marius Beul, Sebastian Houben, Sven Behnke:
Autonomous MAV-based Indoor Chimney Inspection with 3D Laser Localization and Textured Surface Reconstruction. J. Intell. Robotic Syst. 93(1-2): 317-335 (2019) - [j6]Sebastian Houben, Marcel Neuhausen, Matthias Michael, Robert Kesten, Florian Mickler, Florian Schuller:
Park marking-based vehicle self-localization with a fisheye topview system. J. Real Time Image Process. 16(2): 289-304 (2019) - [c21]Thomas Barowski, Magdalena Szczot, Sebastian Houben:
6DoF Vehicle Pose Estimation Using Segmentation-Based Part Correspondences. ITSC 2019: 573-580 - [c20]Matthias Michael, Daniela Horn, Sebastian Houben:
Fusing Shape-from-Silhouette and the Sparsity Driven Detector for Camera-Based 3D Multi-Object Localization with Occlusions. ITSC 2019: 1417-1424 - [c19]Dominic Spata, Daniela Horn, Sebastian Houben:
Generation of Natural Traffic Sign Images Using Domain Translation with Cycle-Consistent Generative Adversarial Networks. IV 2019: 702-708 - 2018
- [j5]Marius Beul, David Droeschel, Matthias Nieuwenhuisen, Jan Quenzel, Sebastian Houben, Sven Behnke:
Fast Autonomous Flight in Warehouses for Inventory Applications. IEEE Robotics Autom. Lett. 3(4): 3121-3128 (2018) - [j4]Nicola Krombach, David Droeschel, Sebastian Houben, Sven Behnke:
Feature-based visual odometry prior for real-time semi-dense stereo SLAM. Robotics Auton. Syst. 109: 38-58 (2018) - [c18]Jan Quenzel, Jannis Horn, Sebastian Houben, Sven Behnke:
Keyframe-Based Photometric Online Calibration and Color Correction. IROS 2018: 1-8 - [c17]Thomas Barowski, Magdalena Szczot, Sebastian Houben:
Fine-Grained Vehicle Representations for Autonomous Driving. ITSC 2018: 3797-3804 - [c16]Daniela Horn, Sebastian Houben:
Evaluation of Synthetic Video Data in Machine Learning Approaches for Parking Space Classification. Intelligent Vehicles Symposium 2018: 2157-2162 - [i3]Marius Beul, David Droeschel, Matthias Nieuwenhuisen, Jan Quenzel, Sebastian Houben, Sven Behnke:
Fast Autonomous Flight in Warehouses for Inventory Applications. CoRR abs/1809.06628 (2018) - [i2]Nicola Krombach, David Droeschel, Sebastian Houben, Sven Behnke:
Feature-based visual odometry prior for real-time semi-dense stereo SLAM. CoRR abs/1810.07768 (2018) - [i1]Marius Beul, Matthias Nieuwenhuisen, Jan Quenzel, Radu Alexandru Rosu, Jannis Horn, Dmytro Pavlichenko, Sebastian Houben, Sven Behnke:
Team NimbRo at MBZIRC 2017: Fast Landing on a Moving Target and Treasure Hunting with a Team of MAVs. CoRR abs/1811.05471 (2018) - 2017
- [c15]Marius Beul, Sebastian Houben, Matthias Nieuwenhuisen, Sven Behnke:
Fast autonomous landing on a moving target at MBZIRC. ECMR 2017: 1-6 - [c14]Matthias Nieuwenhuisen, Marius Beul, Radu Alexandru Rosu, Jan Quenzel, Dmytro Pavlichenko, Sebastian Houben, Sven Behnke:
Collaborative object picking and delivery with a team of micro aerial vehicles at MBZIRC. ECMR 2017: 1-6 - [c13]Jan Quenzel, Radu Alexandru Rosu, Sebastian Houben, Sven Behnke:
Online depth calibration for RGB-D cameras using visual SLAM. IROS 2017: 2227-2234 - 2016
- [j3]Christina Houben, Sebastian Houben:
Programming Language Constructs Supporting Fault Tolerance. Leibniz Trans. Embed. Syst. 3(1): 01:1-01:20 (2016) - [c12]Sebastian Houben, Jan Quenzel, Nicola Krombach, Sven Behnke:
Efficient multi-camera visual-inertial SLAM for micro aerial vehicles. IROS 2016: 1616-1622 - [c11]Sebastian Houben, David Droeschel, Sven Behnke:
Joint 3D laser and visual fiducial marker based SLAM for a micro aerial vehicle. MFI 2016: 609-614 - 2015
- [j2]Christina Houben, Sebastian Houben:
Endowing advanced driver assistance systems with fault tolerance. Annu. Rev. Control. 39: 58-67 (2015) - [c10]André Ibisch, Sebastian Houben, Matthias Michael, Robert Kesten, Florian Schuller:
Arbitrary object localization and tracking via multiple-camera surveillance system embedded in a parking garage. Video Surveillance and Transportation Imaging Applications 2015: 94070G - [c9]Sebastian Houben:
Topview stereo: combining vehicle-mounted wide-angle cameras to a distance sensor array. Video Surveillance and Transportation Imaging Applications 2015: 940709 - 2014
- [c8]André Ibisch, Sebastian Houben, Marc Schlipsing, Robert Kesten, Paul Reimche, Florian Schuller, Harald Altinger:
Towards highly automated driving in a parking garage: General object localization and tracking using an environment-embedded camera system. Intelligent Vehicles Symposium 2014: 426-431 - [c7]Sebastian Houben:
Towards the intrinsic self-calibration of a vehicle-mounted omni-directional radially symmetric camera. Intelligent Vehicles Symposium 2014: 878-883 - 2013
- [c6]Sebastian Houben, Johannes Stallkamp, Jan Salmen, Marc Schlipsing, Christian Igel:
Detection of traffic signs in real-world images: The German traffic sign detection benchmark. IJCNN 2013: 1-8 - [c5]Sebastian Houben, Matthias Komar, Andree Hohm, Stefan Lüke, Marcel Neuhausen, Marc Schlipsing:
On-vehicle video-based parking lot recognition with fisheye optics. ITSC 2013: 7-12 - [c4]Lukas Caup, Jan Salmen, Ibro Muharemovic, Sebastian Houben:
Video-based trailer detection and articulation estimation. Intelligent Vehicles Symposium 2013: 1179-1184 - 2012
- [c3]Jan Salmen, Sebastian Houben, Marc Schlipsing:
Google Street View images support the development of vision-based driver assistance systems. Intelligent Vehicles Symposium 2012: 891-895 - 2011
- [j1]Kalin Kolev, Norbert Kirchgeßner, Sebastian Houben, Agnes Csiszár, Wolfgang Rubner, Christoph Palm, Björn Eiben, Rudolf Merkel, Daniel Cremers:
A variational approach to vesicle membrane reconstruction from fluorescence imaging. Pattern Recognit. 44(12): 2944-2958 (2011) - [c2]Sebastian Houben:
A single target voting scheme for traffic sign detection. Intelligent Vehicles Symposium 2011: 124-129 - 2010
- [c1]Sebastian Houben, Norbert Kirchgeßner, Rudolf Merkel:
Estimating Force Fields of Living Cells - Comparison of Several Regularization Schemes Combined with Automatic Parameter Choice. DAGM-Symposium 2010: 71-80
Coauthor Index
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last updated on 2025-01-29 21:15 CET by the dblp team
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