Prof. Dr. Marcus Baum

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  • 2022 | Journal Article | Research Paper | 
    ​ ​Thormann, Kolja A., et al. "ImputAccur: fast and user-friendly calculation of genotype-imputation accuracy-measures​." ​BMC Bioinformatics, vol. 23, no. 1, ​2022, , ​doi: 10.1186/s12859-022-04863-z. 
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​Thormann, Kolja, and Marcus Baum. "Fusion of Elliptical Extended Object Estimates Parameterized With Orientation and Axes Lengths​." ​IEEE Transactions on Aerospace and Electronic Systems, vol. 57, no. 4, ​2021, pp. 2369​-2382​, ​doi: 10.1109/TAES.2021.3057651. 
    ​Details  DOI 
  • 2021 | Journal Article | 
    ​ ​Fowdur, Jaya Shradha, Marcus Baum, and Frank Heymann. "Real-World Marine Radar Datasets for Evaluating Target Tracking Methods​." ​Sensors, vol. 21, no. 14, ​2021, p. 4641​, ​doi: 10.3390/s21144641. 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Malzer, Claudia, and Marcus Baum. "Constraint-Based Hierarchical Cluster Selection in Automotive Radar Data​." ​Sensors, vol. 21, no. 10, ​2021, p. 3410​, ​doi: 10.3390/s21103410. 
    ​Details  DOI 
  • 2021 | Journal Article | Research Paper
    ​ ​Rosenberger, Albert, et al. "I'am hiQ - A Novel Pair of Accuracy Indices for Imputed Genotypes​." ​Genetic Epidemiology, vol. 45, no. 7, ​2021, p. 786​. ​
    ​Details  WoS 
  • 2019 | Journal Article
    ​ ​Yang, Shishan, Florian Teich, and Marcus Baum. "Network Flow Labeling for Extended Target Tracking PHD Filters​." ​IEEE Transactions on Industrial Informatics, vol. 15, no. 7, ​2019, pp. 4164​-4171​, ​doi: 10.1109/TII.2019.2898992. 
    ​Details  DOI 
  • 2019 | Journal Article | 
    ​ ​Volkmar, Robin, et al. "Improving bimanual interaction with a prosthesis using semi-autonomous control​." ​Journal of NeuroEngineering and Rehabilitation, vol. 16, no. 1, ​2019, , ​doi: 10.1186/s12984-019-0617-6. 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Yang, Shishan, and Marcus Baum. "Tracking the Orientation and Axes Lengths of an Elliptical Extended Object​." ​IEEE Transactions on Signal Processing, vol. 67, no. 18, ​2019, pp. 4720​-4729​, ​doi: 10.1109/TSP.2019.2929462. 
    ​Details  DOI 
  • 2018 | Book Chapter
    ​ ​Sigges, Fabian, and Marcus Baum. "Ensemble Kalman Filter Variants for Multi-Object Tracking with False and Missing Measurements​." ​Multisensor Fusion and Integration in the Wake of Big Data, Deep Learning and Cyber Physical System, edited by S Lee, H. Koh, S. Oh, vol. 501, ​Springer, ​2018, pp. 239​-252​. ​​Lecture Notes in Electrical Engineering;. doi: 10.1007/978-3-319-90509-9_14. 
    ​Details  DOI 
  • 2018 | Conference Paper
    ​ ​Thormann, Kolja, Marcus Baum, and Jens Honer. "Extended Target Tracking Using Gaussian Processes with High-Resolution Automotive Radar​." ​2018 21st International Conference on Information Fusion (FUSION), ​IEEE, ​2018, pp. 1764​-1770​. ​doi: 10.23919/ICIF.2018.8455630. 
    ​Details  DOI 
  • 2018 | Book Chapter
    ​ ​Korte, Fabian, et al. "Transparent Model-Driven Provisioning of Computing Resources for Numerically Intensive Simulations​." ​Simulation Science. SimScience 2017., edited by M. Baum, G. Brenner, J. Grabowski, T. Hanschke, S. Hartmann, ​2018, pp. 176​-192​. ​doi: 10.1007/978-3-319-96271-9_11. 
    ​Details  DOI 
  • 2018 | Journal Article
    ​ ​Huber, Marco F., Marc-André Zöller, and Marcus Baum. "Linear programming based time lag identification in event sequences​." ​Automatica, vol. 98, ​2018, pp. 14​-19​, ​doi: 10.1016/j.automatica.2018.08.025. 
    ​Details  DOI 
  • 2018 | Book Chapter
    ​ ​Nguyen, Tran Tuan, et al. "Improving Ego-Lane Detection by Incorporating Source Reliability​." ​Multisensor Fusion and Integration in the Wake of Big Data, Deep Learning and Cyber Physical System, edited by S. Lee, H. Ko, S. Oh, vol. 501, ​Springer, ​2018, pp. 98​-118​. ​​Lecture Notes in Electrical Engineering;. doi: 10.1007/978-3-319-90509-9_6. 
    ​Details  DOI 
  • 2018 | Conference Paper
    ​ ​Janz, Thorben, et al. "Post-Processing of Multi-Target Trajectories for Traffic Safety Analysis​." ​21st International Conference on Information Fusion (FUSION), Cambridge, UK, 2018-07-10 - 2018-07-13​2018. pp. 1​-8​doi: 10.23919/ICIF.2018.8455280. 
    ​Details  DOI 
  • 2018 | Journal Article | Editorial Contribution (Editorial, Introduction, Epilogue)
    ​ ​Hanebeck, Uwe, Marcus Baum, and Marco F. Huber. "Guest Editorial Special Section on Multisensor Fusion and Integration for Intelligent Systems​." ​IEEE Transactions on Industrial Informatics, vol. 14, no. 3, ​2018, pp. 1124​-1126​, ​doi: 10.1109/TII.2018.2797956. 
    ​Details  DOI 
  • 2017 | Journal Article | 
    ​ ​Granström, Karl, Marcus Baum, and Stephan Reuter. "Extended Object Tracking: Introduction, Overview, and Applications​." ​Journal of Advances in Information Fusion, vol. 12, no. 2, ​2017, . ​
    ​Details 
  • 2016 | Journal Article
    ​ ​Zea, Antonio, et al. "Level-Set Random Hypersurface Models for Tracking Nonconvex Extended Objects​." ​IEEE Transactions on Aerospace and Electronic Systems, vol. 52, no. 6, ​2016, pp. 2990​-3007​, ​doi: 10.1109/TAES.2016.130704. 
    ​Details  DOI  WoS 
  • 2016 | Journal Article | Research Paper
    ​ ​Li, Xiaohua, et al. "PMHT Approach for Underwater Bearing-Only Multisensor–Multitarget Tracking in Clutter​." ​IEEE Journal of Oceanic Engineering, vol. 41, no. 4, ​2016, pp. 831​-839​, ​doi: 10.1109/JOE.2015.2506220. 
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Baum, Marcus. "Towards Dynamic Holographic Laser Beam Shaping​." ​Journal of Laser Micro/Nanoengineering, vol. 10, no. 2, ​2015, pp. 216​-221​, ​doi: 10.2961/jlmn.2015.02.0020. 
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Baum, Marcus, Peter Willett, and Uwe D. Hanebeck. "On Wasserstein Barycenters and MMOSPA Estimation​." ​IEEE Signal Processing Letters, vol. 22, no. 10, ​2015, pp. 1511​-1515​, ​doi: 10.1109/LSP.2015.2410217. 
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Baum, Marcus, Peter Willett, and Uwe D. Hanebeck. "Polynomial-Time Algorithms for the Exact MMOSPA Estimate of a Multi-Object Probability Density Represented by Particles​." ​IEEE Transactions on Signal Processing, vol. 63, no. 10, ​2015, pp. 2476​-2484​, ​doi: 10.1109/TSP.2015.2403292. 
    ​Details  DOI 
  • 2014 | Journal Article
    ​ ​Baum, Marcus, and Uwe D. Hanebeck. "Extended Object Tracking with Random Hypersurface Models​." ​IEEE Transactions on Aerospace and Electronic Systems, vol. 50, no. 1, ​2014, pp. 149​-159​, ​doi: 10.1109/TAES.2013.120107. 
    ​Details  DOI 
  • 2013 | Journal Article
    ​ ​Baum, Marcus. "Laser Melting of Nanoparticulate Transparent Conductive Oxide Thin Films​." ​Journal of Laser Micro/Nanoengineering, vol. 8, no. 2, ​2013, pp. 144​-148​, ​doi: 10.2961/jlmn.2013.02.0005. 
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Baum, Marcus. "Student research highlight: Simultaneous tracking and shape estimation of extended targets​." ​IEEE Aerospace and Electronic Systems Magazine, vol. 27, no. 7, ​2012, pp. 42​-44​, ​doi: 10.1109/MAES.2012.6328840. 
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Baum, Marcus, and Uwe D. Hanebeck. "Extended Object Tracking Based on Set-Theoretic and Stochastic Fusion​." ​IEEE Transactions on Aerospace and Electronic Systems, vol. 48, no. 4, ​2012, pp. 3103​-3115​, ​doi: 10.1109/TAES.2012.6324680. 
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Baum, Marcus. "Laser Treatment of ITO and ZnO Nanoparticles for the Production of Thin Conducting Layers on Transparent Substrates​." ​Journal of Laser Micro/Nanoengineering, vol. 6, no. 3, ​2011, pp. 191​-194​, ​doi: 10.2961/jlmn.2011.03.0003. 
    ​Details  DOI 

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