Stefan Sommer

2.1k total citations
64 papers, 1.3k citations indexed

About

Stefan Sommer is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Geometry and Topology. According to data from OpenAlex, Stefan Sommer has authored 64 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Computer Vision and Pattern Recognition, 15 papers in Artificial Intelligence and 14 papers in Geometry and Topology. Recurrent topics in Stefan Sommer's work include Medical Image Segmentation Techniques (13 papers), Morphological variations and asymmetry (13 papers) and Bayesian Methods and Mixture Models (6 papers). Stefan Sommer is often cited by papers focused on Medical Image Segmentation Techniques (13 papers), Morphological variations and asymmetry (13 papers) and Bayesian Methods and Mixture Models (6 papers). Stefan Sommer collaborates with scholars based in Denmark, Germany and United States. Stefan Sommer's co-authors include Thomas Kemper, Gregory C. Fu, Neil A. Strotman, Mads Nielsen, Xavier Pennec, Okram Barun, Herbert Waldmann, François Lauze, Hjörtur Jóhannsson and Olaf Pfannkuche and has published in prestigious journals such as Angewandte Chemie International Edition, Environmental Science & Technology and Geochimica et Cosmochimica Acta.

In The Last Decade

Stefan Sommer

58 papers receiving 1.2k citations

Peers

Stefan Sommer
Comparison fields: 5 of 137
  • Artificial Intelligence 349
  • Organic Chemistry 288
  • Environmental Engineering 216
  • Molecular Biology 129
  • Computer Vision and Pattern Recognition 126
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Citations per field, relative to Stefan Sommer
Stefan Sommer · 1×
Citations per year, relative to Stefan Sommer
Stefan Sommer · 1×

Countries citing papers authored by Stefan Sommer

Since Specialization
Citations

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

Fields of papers citing papers by Stefan Sommer

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Stefan Sommer

This figure shows the co-authorship network connecting the top 25 collaborators of Stefan Sommer. A scholar is included among the top collaborators of Stefan Sommer 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 Stefan Sommer. Stefan Sommer 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
# Work Indexed citations
1 2
2 1
3 1
4 1
5 6
6
Diffusion bridges for stochastic Hamiltonian systems with applications to shape analysis
1
7 1
8 7
9 17
10 10
11
Higher Order Kernels and Locally Affine LDDMM Registration
2
12
Analyzing customer sentiments in microblogs – A topic-model-based approach for Twitter datasets
14
13 30
14 5
15
The Differential of the Exponential Map, Jacobi Fields and Exact Principal Geodesic Analysis
6
16 1
17 141
18 18
19 67
20 1

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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