Alexander Braun

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 49

Top Topics

Object Detection

Semantic Segmentation

Quality Assurance

Asymptotically Optimal

Top Venues

Autonomous Vehicles and Machines

IEEE Robotics Autom. Lett.

Publications

Christopher Lang, Alexander Braun, Lars Schillingmann, Abhinav Valada
A Point-Based Approach to Efficient LiDAR Multi-Task Perception. CoRR (2024)
Daniel Jakab, Alexander Braun, Cathaoir Agnew, Reenu Mohandas, Brian Michael Deegan, Dara Molloy, Enda Ward, Tony Scanlan, Ciarán Eising
SS-SFR: Synthetic Scenes Spatial Frequency Response on Virtual KITTI and Degraded Automotive Simulations for Object Detection. CoRR (2024)
Dominik Werner Wolf, Prasannavenkatesh Balaji, Alexander Braun, Markus Ulrich
Decoupling of neural network calibration measures. CoRR (2024)
Christian Sieberichs, Simon Geerkens, Alexander Braun, Thomas Waschulzik
ECS: an interactive tool for data quality assurance. AI Ethics 4 (1) (2024)
Florian Noichl, Fiona C. Collins, Alexander Braun, André Borrmann
Enhancing point cloud semantic segmentation in the data-scarce domain of industrial plants through synthetic data. Comput. Aided Civ. Infrastructure Eng. 39 (10) (2024)
Simon Geerkens, Christian Sieberichs, Alexander Braun, Thomas Waschulzik
: an interactive tool for data quality assurance. AI Ethics 4 (1) (2024)
Dara Molloy, Patrick Müller, Brian M. Deegan, Darragh Mullins, Jonathan Horgan, Enda Ward, Edward Jones, Alexander Braun, Martin Glavin
Analysis of the Impact of Lens Blur on Safety-Critical Automotive Object Detection. IEEE Access 12 (2024)
Christopher Lang, Alexander Braun, Lars Schillingmann, Karsten Haug, Abhinav Valada
Self-Supervised Representation Learning From Temporal Ordering of Automated Driving Sequences. IEEE Robotics Autom. Lett. 9 (3) (2024)
Alexander Braun, Thomas Kesselheim, Tristan Pollner, Amin Saberi
Approximating Optimum Online for Capacitated Resource Allocation. CoRR (2024)
Mansour Mehranfar, Miguel Arturo Vega Torres, Alexander Braun, André Borrmann
Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting. Adv. Eng. Informatics 62 (2024)
Dominik Werner Wolf, Markus Ulrich, Alexander Braun
Windscreen Optical Quality for AI Algorithms: Refractive Power and MTF not Sufficient. ITSC (2023)
Patrick Müller, Alexander Braun, Margret Keuper
Classification robustness to common optical aberrations. CoRR (2023)
Christian Sieberichs, Simon Geerkens, Alexander Braun, Thomas Waschulzik
ECS - an Interactive Tool for Data Quality Assurance. CoRR (2023)
Dominik Werner Wolf, Markus Ulrich, Alexander Braun
Windscreen Optical Quality for AI Algorithms: Refractive Power and MTF not Sufficient. CoRR (2023)
Alexander Braun, Thomas Kesselheim
Simplified Prophet Inequalities for Combinatorial Auctions. SOSA (2023)
Christopher Lang, Alexander Braun, Lars Schillingmann, Abhinav Valada
Self-Supervised Multi-Object Tracking for Autonomous Driving From Consistency Across Timescales. IEEE Robotics Autom. Lett. 8 (11) (2023)
Patrick Müller, Alexander Braun, Margret Keuper
Classification robustness to common optical aberrations. ICCV (Workshops) (2023)
Christopher Lang, Alexander Braun, Lars Schillingmann, Karsten Haug, Abhinav Valada
Self-Supervised Representation Learning from Temporal Ordering of Automated Driving Sequences. CoRR (2023)
Simon Geerkens, Christian Sieberichs, Alexander Braun, Thomas Waschulzik
QI2 - an Interactive Tool for Data Quality Assurance. CoRR (2023)
Patrick Müller, Alexander Braun
MTF as a performance indicator for AI algorithms? Autonomous Vehicles and Machines (2023)
Christopher Lang, Alexander Braun, Lars Schillingmann, Abhinav Valada
Self-Supervised Multi-Object Tracking From Consistency Across Timescales. CoRR (2023)
Miguel Arturo Vega Torres, Alexander Braun, André Borrmann
Occupancy Grid Map to Pose Graph-based Map: Robust BIM-based 2D-LiDAR Localization for Lifelong Indoor Navigation in Changing and Dynamic Environments. CoRR (2023)
Mattis Brummel, Patrick Müller, Alexander Braun
Spatial precision and recall indices to assess the performance of instance segmentation algorithms. Autonomous Vehicles and Machines (2022)
Johannes Haug, Alexander Braun, Stefan Zürn, Gjergji Kasneci
Change Detection for Local Explainability in Evolving Data Streams. CoRR (2022)
Christopher Lang, Alexander Braun, Abhinav Valada
Robust Object Detection Using Knowledge Graph Embeddings. GCPR (2022)
Christopher Lang, Alexander Braun, Abhinav Valada
On Hyperbolic Embeddings in 2D Object Detection. CoRR (2022)
Christopher Lang, Alexander Braun, Lars Schillingmann, Abhinav Valada
On Hyperbolic Embeddings in Object Detection. GCPR (2022)
Johannes Haug, Alexander Braun, Stefan Zürn, Gjergji Kasneci
Change Detection for Local Explainability in Evolving Data Streams. CIKM (2022)
Alexander Braun, Thomas Kesselheim
Simplified Prophet Inequalities for Combinatorial Auctions. CoRR (2022)
Michael Heizmann, Alexander Braun, Markus Glitzner, Matthias Günther, Günther Hasna, Christina Klüver, Jakob Krooß, Erik Marquardt, Michael Overdick, Markus Ulrich
Implementing machine learning: chances and challenges. Autom. 70 (1) (2022)
Luis Constantin Wohlers, Patrick Müller, Alexander Braun
Original image noise reconstruction for spatially-varying filtered driving scenes. Autonomous Vehicles and Machines (2022)
Patrick Müller, Alexander Braun
Simulating optical properties to access novel metrological parameter ranges and the impact of different model approximations. MetroAutomotive (2022)
Christian Wittpahl, Brian M. Deegan, Bob Black, Alexander Braun
An analytic-numerical image flicker study to test novel flicker metrics. Autonomous Vehicles and Machines (2021)
Ethan Tseng, Ali Mosleh, Fahim Mannan, Karl St. Arnaud, Avinash Sharma, Yifan Peng, Alexander Braun, Derek Nowrouzezahrai, Jean-François Lalonde, Felix Heide
Differentiable Compound Optics and Processing Pipeline Optimization for End-to-end Camera Design. ACM Trans. Graph. 40 (2) (2021)
Alexander Braun, Thomas Kesselheim
Truthful Mechanisms for Two-Sided Markets via Prophet Inequalities. EC (2021)
Alexander Braun, Matthias Buttkus, Thomas Kesselheim
Asymptotically Optimal Welfare of Posted Pricing for Multiple Items with MHR Distributions. ESA (2021)
George Eskandar, Alexander Braun, Martin Meinke, Karim Armanious, Bin Yang
SLPC: A VRNN-based approach for stochastic lidar prediction and completion in autonomous driving. EUSIPCO (2021)
Alexander Braun, Thomas Kesselheim
Truthful Mechanisms for Two-Sided Markets via Prophet Inequalities. CoRR (2021)
George Eskandar, Alexander Braun, Martin Meinke, Karim Armanious, Bin Yang
SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous driving. CoRR (2021)
Alexander Braun, Matthias Buttkus, Thomas Kesselheim
Asymptotically Optimal Welfare of Posted Pricing for Multiple Items with MHR Distributions. CoRR (2021)
Christopher Lang, Alexander Braun, Abhinav Valada
Contrastive Object Detection Using Knowledge Graph Embeddings. CoRR (2021)
Michael Heizmann, Alexander Braun, Markus Hüttel, Christina Klüver, Erik Marquardt, Michael Overdick, Markus Ulrich
Artificial intelligence with neural networks in optical measurement and inspection systems. Autom. 68 (6) (2020)
Patrick Müller, Matthias Lehmann, Alexander Braun
Simulating tests to test simulation. Autonomous Vehicles and Machines (2020)
Matthias Lehmann, Christian Wittpahl, Hatem Ben Zakour, Alexander Braun
Modeling realistic optical aberrations to reuse existing drive scene recordings for autonomous driving validation. J. Electronic Imaging 28 (1) (2019)
Denise Dettmering, Marcello Passaro, Alexander Braun
Editorial for Special Issue "Advances in Satellite Altimetry and Its Application". Remote. Sens. 11 (24) (2019)
Christian Wittpahl, Hatem Ben Zakour, Matthias Lehmann, Alexander Braun
Realistic Image Degradation with Measured PSF. Autonomous Vehicles and Machines (2018)
Katherine Irwin, Alexander Braun, Georgia Fotopoulos, Achim Roth, Birgit Wessel
Assessing Single-Polarization and Dual-Polarization TerraSAR-X Data for Surface Water Monitoring. Remote. Sens. 10 (6) (2018)
Katherine Irwin, Danielle Beaulne, Alexander Braun, Georgia Fotopoulos
Fusion of SAR, Optical Imagery and Airborne LiDAR for Surface Water Detection. Remote. Sens. 9 (9) (2017)
Alexander Braun, Hato Schmeiser, Florian Schreiber
On consumer preferences and the willingness to pay for term life insurance. Eur. J. Oper. Res. 253 (3) (2016)
Alexander Braun, Sebastian Tuttas, André Borrmann, Uwe Stilla
A concept for automated construction progress monitoring using BIM-based geometric constraints and photogrammetric point clouds. J. Inf. Technol. Constr. 20 (2015)
Alexander Braun, Hato Schmeiser, Przemyslaw Rymaszewski
Stock vs. mutual insurers: Who should and who does charge more? Eur. J. Oper. Res. 242 (3) (2015)
Mohammed Dabboor, Michael J. Collins, Vassilia Karathanassi, Alexander Braun
An Unsupervised Classification Approach for Polarimetric SAR Data Based on the Chernoff Distance for Complex Wishart Distribution. IEEE Trans. Geosci. Remote. Sens. 51 (7-2) (2013)
Wenlu Qi, Alexander Braun
Accelerated Elevation Change of Greenland's Jakobshavn Glacier Observed by ICESat and IceBridge. IEEE Geosci. Remote. Sens. Lett. 10 (5) (2013)
Alexander Braun, Paula Kroner, Yulia Leontyeva, David Siller
Event processing in sensor networks: a solution for integrated emergency management. DEBS (2012)
Mohammed Dabboor, Vassilia Karathanassi, Alexander Braun
A multi-level segmentation methodology for dual-polarized SAR data. Int. J. Appl. Earth Obs. Geoinformation 13 (3) (2011)
Mohammed Dabboor, Vassilia Karathanassi, Alexander Braun
Land Cover Segmentation of ALOS Polarimetric SAR Data. IGARSS (4) (2008)
Kon Joon Bhang, Frank W. Schwartz, Alexander Braun
Verification of the Vertical Error in C-Band SRTM DEM Using ICESat and Landsat-7, Otter Tail County, MN. IEEE Trans. Geosci. Remote. Sens. 45 (1) (2007)
Sangho Baek, Oh-Ig Kwoun, Alexander Braun, Zhong Lu, C. K. Shum
Digital elevation model of King Edward VII Peninsula, West Antarctica, from SAR interferometry and ICESat laser altimetry. IEEE Geosci. Remote. Sens. Lett. 2 (4) (2005)
Sangho Baek, C. K. Shum, Hyongki Lee, Yuchan Yi, Oh-Ig Kwoun, Zhong Lu, Alexander Braun
DEM, tide and velocity over Sulzberger ice shelf, West Antarctica. IGARSS (2005)