Alexander Braun

Orcid: 0000-0002-8358-0578

According to our database1, Alexander Braun authored at least 43 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Self-Supervised Representation Learning From Temporal Ordering of Automated Driving Sequences.
IEEE Robotics Autom. Lett., 2024

Analysis of the Impact of Lens Blur on Safety-Critical Automotive Object Detection.
IEEE Access, 2024

2023
Self-Supervised Multi-Object Tracking for Autonomous Driving From Consistency Across Timescales.
IEEE Robotics Autom. Lett., November, 2023

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

ECS - an Interactive Tool for Data Quality Assurance.
CoRR, 2023

QI2 - an Interactive Tool for Data Quality Assurance.
CoRR, 2023

Self-Supervised Multi-Object Tracking From Consistency Across Timescales.
CoRR, 2023

Simplified Prophet Inequalities for Combinatorial Auctions.
Proceedings of the 2023 Symposium on Simplicity in Algorithms, 2023

Windscreen Optical Quality for AI Algorithms: Refractive Power and MTF not Sufficient.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Classification robustness to common optical aberrations.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

MTF as a performance indicator for AI algorithms?
Proceedings of the Autonomous Vehicles and Machines 2023, 2023

2022
On Hyperbolic Embeddings in 2D Object Detection.
CoRR, 2022

Implementing machine learning: chances and challenges.
Autom., 2022

Simulating optical properties to access novel metrological parameter ranges and the impact of different model approximations.
Proceedings of the IEEE International Workshop on Metrology for Automotive, 2022

Original image noise reconstruction for spatially-varying filtered driving scenes.
Proceedings of the Autonomous Vehicles and Machines 2022, online, January 15-26, 2022, 2022

Spatial precision and recall indices to assess the performance of instance segmentation algorithms.
Proceedings of the Autonomous Vehicles and Machines 2022, online, January 15-26, 2022, 2022

Robust Object Detection Using Knowledge Graph Embeddings.
Proceedings of the Pattern Recognition, 2022

On Hyperbolic Embeddings in Object Detection.
Proceedings of the Pattern Recognition, 2022

Change Detection for Local Explainability in Evolving Data Streams.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Differentiable Compound Optics and Processing Pipeline Optimization for End-to-end Camera Design.
ACM Trans. Graph., 2021

Contrastive Object Detection Using Knowledge Graph Embeddings.
CoRR, 2021

Truthful Mechanisms for Two-Sided Markets via Prophet Inequalities.
Proceedings of the EC '21: The 22nd ACM Conference on Economics and Computation, 2021

SLPC: A VRNN-based approach for stochastic lidar prediction and completion in autonomous driving.
Proceedings of the 29th European Signal Processing Conference, 2021

Asymptotically Optimal Welfare of Posted Pricing for Multiple Items with MHR Distributions.
Proceedings of the 29th Annual European Symposium on Algorithms, 2021

An analytic-numerical image flicker study to test novel flicker metrics.
Proceedings of the Autonomous Vehicles and Machines 2021, online, January 11-28, 2021, 2021

2020
Artificial intelligence with neural networks in optical measurement and inspection systems.
Autom., 2020

Simulating tests to test simulation.
Proceedings of the Autonomous Vehicles and Machines 2020, 2020

2019
Editorial for Special Issue "Advances in Satellite Altimetry and Its Application".
Remote. Sens., 2019

Modeling realistic optical aberrations to reuse existing drive scene recordings for autonomous driving validation.
J. Electronic Imaging, 2019

2018
Assessing Single-Polarization and Dual-Polarization TerraSAR-X Data for Surface Water Monitoring.
Remote. Sens., 2018

Realistic Image Degradation with Measured PSF.
Proceedings of the Autonomous Vehicles and Machines 2018, Burlingame, CA, USA, January 28, 2018

2017
Fusion of SAR, Optical Imagery and Airborne LiDAR for Surface Water Detection.
Remote. Sens., 2017

2016
On consumer preferences and the willingness to pay for term life insurance.
Eur. J. Oper. Res., 2016

2015
A concept for automated construction progress monitoring using BIM-based geometric constraints and photogrammetric point clouds.
J. Inf. Technol. Constr., 2015

Stock vs. mutual insurers: Who should and who does charge more?
Eur. J. Oper. Res., 2015

2013
An Unsupervised Classification Approach for Polarimetric SAR Data Based on the Chernoff Distance for Complex Wishart Distribution.
IEEE Trans. Geosci. Remote. Sens., 2013

Accelerated Elevation Change of Greenland's Jakobshavn Glacier Observed by ICESat and IceBridge.
IEEE Geosci. Remote. Sens. Lett., 2013

2012
Event processing in sensor networks: a solution for integrated emergency management.
Proceedings of the Sixth ACM International Conference on Distributed Event-Based Systems, 2012

2011
A multi-level segmentation methodology for dual-polarized SAR data.
Int. J. Appl. Earth Obs. Geoinformation, 2011

2008
Land Cover Segmentation of ALOS Polarimetric SAR Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Verification of the Vertical Error in C-Band SRTM DEM Using ICESat and Landsat-7, Otter Tail County, MN.
IEEE Trans. Geosci. Remote. Sens., 2007

2005
Digital elevation model of King Edward VII Peninsula, West Antarctica, from SAR interferometry and ICESat laser altimetry.
IEEE Geosci. Remote. Sens. Lett., 2005

DEM, tide and velocity over Sulzberger ice shelf, West Antarctica.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005


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