Marcus Baum
- Artificial Intelligence top 1%
- Target Tracking and Data Fusion in Sensor Networks 77
- Gaussian Processes and Bayesian Inference 21
- Anomaly Detection Techniques and Applications 13
- Aerospace Engineering top 2%
- Robotics and Sensor-Based Localization 24
- Instrumentation top 10%
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- Image and Object Detection Techniques 14
- Video Surveillance and Tracking Methods 12
- Signal Processing top 10%
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- Distributed Sensor Networks and Detection Algorithms 14
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- Fault Detection and Control Systems 12
- Co-authors
- Uwe D. HanebeckShishan YangPeter WillettKarl GranströmBenjamin NoackFrank HeymannAntonio ZeaWolfgang Koch
- Journals
- IEEE Transactions on Aerospace and Electronic Systems (4 papers)IEEE Transactions on Signal Processing (3 papers)Sensors (2 papers)
- Partner nations
- GermanyUnited StatesFrance
In The Last Decade
Marcus Baum
113 papers receiving 1.5k citations
Peers
Comparison fields: 5 of 71
- Artificial Intelligence 1.2k
- Aerospace Engineering 690
- Instrumentation 74
- Computer Vision and Pattern Recognition 366
- Signal Processing 96
Countries citing papers authored by Marcus Baum
This map shows the geographic impact of Marcus Baum's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Marcus Baum with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marcus Baum more than expected).
Fields of papers citing papers by Marcus Baum
This network shows the impact of papers produced by Marcus Baum. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Marcus Baum. The network helps show where Marcus Baum may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Marcus Baum, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2024 | 0 | |
| 2 | 2023 | 3 | |
| 3 | 2023 | 3 | |
| 4 | 2022 | 1 | |
| 5 | HDBSCAN($\hat{\epsilon}$): An Alternative Cluster Extraction Method for HDBSCAN | 2019 | 1 |
| 6 | 2019 | 22 | |
| 7 | Comparative Evaluation for Recommender Systems for Book Recommendations | 2017 | 4 |
| 8 | 2017 | 4 | |
| 9 | 2016 | 4 | |
| 10 | 2016 | 4 | |
| 11 | MMOSPA-based direction-of-arrival tracking with a passive sonar array — An experimental study | 2015 | 1 |
| 12 | Online playtime prediction for cognitive video streaming | 2015 | 1 |
| 13 | The GFMT HPMHT puzzle | 2015 | 2 |
| 14 | 2015 | 15 | |
| 15 | 2015 | 5 | |
| 16 | Evaluation of the PMHT approach for passive radar tracking with unknown transmitter associations | 2014 | 2 |
| 17 | Silhouette measurements for Bayesian object tracking in noisy point clouds | 2013 | 3 |
| 18 | Modeling the target extent with multiplicative noise | 2012 | 32 |
| 19 | Tracking 3D shapes in noisy point clouds with Random Hypersurface Models | 2012 | 27 |
| 20 | Calculating some exact MMOSPA estimates for particle distributions | 2012 | 11 |
About Marcus Baum
Marcus Baum is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Aerospace Engineering, Signal Processing and Instrumentation, having authored 121 papers that have together received 1.6k indexed citations. Recurring topics across this work include Target Tracking and Data Fusion in Sensor Networks (77 papers), Robotics and Sensor-Based Localization (24 papers), Gaussian Processes and Bayesian Inference (21 papers), Image and Object Detection Techniques (14 papers), Distributed Sensor Networks and Detection Algorithms (14 papers), Anomaly Detection Techniques and Applications (13 papers), Fault Detection and Control Systems (12 papers) and Video Surveillance and Tracking Methods (12 papers). The work is most often cited by research in Artificial Intelligence (1.2k citations), Aerospace Engineering (690 citations), Instrumentation (74 citations), Computer Vision and Pattern Recognition (366 citations) and Signal Processing (96 citations). Marcus Baum has collaborated with scholars based in Germany, United States and France. Frequent co-authors include Uwe D. Hanebeck, Shishan Yang, Peter Willett, Karl Granström, Benjamin Noack, Frank Heymann, Antonio Zea, Wolfgang Koch, Michael Feldmann and Yaan Li. Their work appears in journals such as IEEE Transactions on Aerospace and Electronic Systems, IEEE Transactions on Signal Processing, Sensors, Automatica and IEEE Signal Processing Letters.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.