Carsten Steger

7.5k total citations · 4 hit papers
54 papers, 4.3k citations indexed

About

Carsten Steger is a scholar working on Computer Vision and Pattern Recognition, Aerospace Engineering and Ocean Engineering. According to data from OpenAlex, Carsten Steger has authored 54 papers receiving a total of 4.3k indexed citations (citations by other indexed papers that have themselves been cited), including 39 papers in Computer Vision and Pattern Recognition, 13 papers in Aerospace Engineering and 11 papers in Ocean Engineering. Recurrent topics in Carsten Steger's work include Image and Object Detection Techniques (21 papers), Advanced Vision and Imaging (16 papers) and Robotics and Sensor-Based Localization (13 papers). Carsten Steger is often cited by papers focused on Image and Object Detection Techniques (21 papers), Advanced Vision and Imaging (16 papers) and Robotics and Sensor-Based Localization (13 papers). Carsten Steger collaborates with scholars based in Germany, Spain and United States. Carsten Steger's co-authors include Paul Bergmann, David Sattlegger, Michael Fauser, Markus Ulrich, Helmut Mayer, Christian Wiedemann, Alexander Baumgärtner, W. Eckstein, Sindy Löwe and Albert Baumgartner and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Pattern Recognition and International Journal of Computer Vision.

In The Last Decade

Carsten Steger

51 papers receiving 4.0k citations

Hit Papers

An unbiased detector of curvilinear structures 1998 2026 2007 2016 1998 2019 2020 2021 250 500 750 1000

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Carsten Steger Germany 22 1.7k 1.7k 802 719 642 54 4.3k
Priya Goyal India 5 3.2k 1.8× 1.6k 0.9× 495 0.6× 292 0.4× 283 0.4× 9 6.3k
Matej Kristan Slovenia 25 2.5k 1.5× 1.1k 0.7× 293 0.4× 118 0.2× 410 0.6× 89 4.0k
Tete Xiao United States 8 2.7k 1.6× 1.3k 0.8× 232 0.3× 339 0.5× 237 0.4× 9 5.3k
Qilong Wang China 21 4.3k 2.5× 1.9k 1.1× 575 0.7× 196 0.3× 257 0.4× 67 7.3k
Fisher Yu United States 32 7.8k 4.5× 2.6k 1.6× 400 0.5× 888 1.2× 267 0.4× 70 11.1k
Lingxi Xie China 36 5.5k 3.2× 2.8k 1.7× 402 0.5× 334 0.5× 202 0.3× 119 8.2k
Nikhila Ravi United States 9 2.4k 1.4× 982 0.6× 232 0.3× 261 0.4× 203 0.3× 9 4.6k
Song Bai China 42 5.6k 3.2× 2.4k 1.4× 355 0.4× 248 0.3× 233 0.4× 115 8.1k

Countries citing papers authored by Carsten Steger

Since Specialization
Citations

This map shows the geographic impact of Carsten Steger'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 Carsten Steger with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Carsten Steger more than expected).

Fields of papers citing papers by Carsten Steger

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Carsten Steger. 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 Carsten Steger. The network helps show where Carsten Steger may publish in the future.

Co-authorship network of co-authors of Carsten Steger

This figure shows the co-authorship network connecting the top 25 collaborators of Carsten Steger. A scholar is included among the top collaborators of Carsten Steger based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Carsten Steger. Carsten Steger is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
König, Rebecca, et al.. (2026). The MVTec AD 2 Dataset: Advanced Scenarios for Unsupervised Anomaly Detection. International Journal of Computer Vision. 134(4).
2.
Ulrich, Markus, et al.. (2024). Vision-guided robot calibration using photogrammetric methods. ISPRS Journal of Photogrammetry and Remote Sensing. 218. 645–662. 3 indexed citations
3.
Bergmann, Paul, Xin Jin, David Sattlegger, & Carsten Steger. (2022). The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization. arXiv (Cornell University). 202–213. 83 indexed citations
4.
Bergmann, Paul, Michael Fauser, David Sattlegger, & Carsten Steger. (2020). Uninformed Students: Student-Teacher Anomaly Detection With Discriminative Latent Embeddings. arXiv (Cornell University). 4182–4191. 489 indexed citations breakdown →
5.
Bergmann, Paul, Michael Fauser, David Sattlegger, & Carsten Steger. (2019). MVTec AD — A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection. 9584–9592. 938 indexed citations breakdown →
6.
Ulrich, Markus, Christian Wiedemann, & Carsten Steger. (2011). Combining Scale-Space and Similarity-Based Aspect Graphs for Fast 3D Object Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence. 34(10). 1902–1914. 101 indexed citations
7.
Steger, Carsten, et al.. (2009). Perspective planar shape matching. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 7251. 72510G–72510G. 5 indexed citations
8.
Steger, Carsten, et al.. (2008). HARMONIC DEFORMATION MODEL FOR EDGE BASED TEMPLATE MATCHING. 75–82. 5 indexed citations
9.
Ulrich, Markus, Albert Baumgartner, & Carsten Steger. (2002). Automatic Hierarchical Object Decomposition for Object Recognition. ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences. 99. 3 indexed citations
10.
Mayer, Helmut, Ivan Laptev, Albert Baumgartner, & Carsten Steger. (2002). AUTOMATIC ROAD EXTRACTION BASED ON MULTI-SCALE MODELING, CONTEXT, AND SNAKES. 35 indexed citations
11.
Ulrich, Markus & Carsten Steger. (2002). Performance Evaluation of 2D Object Recognition Techniques. 6 indexed citations
12.
Steger, Carsten. (2000). SUBPIXEL-PRECISE EXTRACTION OF LINES AND EDGES. 36 indexed citations
13.
Baumgärtner, Alexander, et al.. (1999). AUTOMATIC ROAD EXTRACTION BASED ON MULTI-SCALE, GROUPING, AND CONTEXT. Photogrammetric Engineering & Remote Sensing. 65(7). 777–785. 146 indexed citations
14.
Fleming, Matthew G., et al.. (1998). Techniques for a structural analysis of dermatoscopic imagery. Computerized Medical Imaging and Graphics. 22(5). 375–389. 102 indexed citations
15.
Mayer, Helmut & Carsten Steger. (1998). Scale-space events and their link to abstraction for road extraction. ISPRS Journal of Photogrammetry and Remote Sensing. 53(2). 62–75. 37 indexed citations
16.
Steger, Carsten. (1997). Architecture for computer vision application development within the HORUS system. Journal of Electronic Imaging. 6(2). 244–244. 2 indexed citations
17.
Baumgärtner, Alexander, et al.. (1996). Update Of Roads In GIS From Aerial Imagery: Verification And Multi-Resolution Extraction. 15 indexed citations
18.
Eckstein, W. & Carsten Steger. (1996). Fusion of digital terrain models and texture for object extraction. OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information). 8 indexed citations
19.
Steger, Carsten, et al.. (1995). Improvements for Color Dithering. Color and Imaging Conference. 3(1). 136–139. 1 indexed citations
20.
Heipke, Christian, et al.. (1995). <title>Hierarchical approach to automatic road extraction from aerial imagery</title>. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 2486. 222–231. 33 indexed citations

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.

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