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Researcher · Technische Universität Darmstadt · Germany

Stefan Roth

Stefan Roth publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Urology, on topics such as Advanced Vision and Imaging, Advanced Image Processing Techniques and Video Surveillance and Tracking Methods.

ORCID 0000-0001-9002-9832 OpenAlex
World rank
#5,986
of 1,633,909 ranked researchers
Rank in Germany
#680
of 86,443
Works
55
Citations
4k
Citations per work
73.5

What does Stefan Roth research?

Computer Vision and Pattern Recognition: 51.7%Artificial Intelligence: 8.3%Urology: 5.0%Biophysics: 3.3%other fields: 31.7%52%top field
Computer Vision and Pattern Recognition51.7%Artificial Intelligence8.3%Urology5.0%Biophysics3.3%other fields31.7%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Computer Vision and Pattern Recognition52% of their works
  2. 2Artificial Intelligence8% of their works
  3. 3Urology5% of their works
  4. 4Biophysics3% of their works
  5. 5Biomedical Engineering3% of their works
  6. 6General Health Professions3% of their works

Research topics

Which keywords describe Stefan Roth's research?

The keywords of their largest research topics: Deep Learning, Convolutional Networks, Depth Estimation, Neural Networks, Optical Flow, Stereo Vision, Convolutional Neural Networks and Image.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 23 words, with their numbers
  1. Deep Learning176 topics
  2. Convolutional Networks143 topics
  3. Depth Estimation92 topics
  4. Neural Networks72 topics
  5. Optical Flow71 topic
  6. Stereo Vision71 topic
  7. Convolutional Neural Networks62 topics
  8. Image51 topic
  9. Super-Resolution51 topic
  10. Image Processing42 topics
  11. Microscopy42 topics
  12. Object Tracking41 topic
  13. Visual Tracking41 topic
  14. Action Recognition21 topic
  15. Autofocusing21 topic
  16. Bioimage Analysis21 topic
  17. Feature Matching21 topic
  18. High-Content Screening21 topic
  19. Image Denoising21 topic
  20. Local Descriptors21 topic
  21. Pose Estimation21 topic
  22. Shape from Focus21 topic
  23. Sparse Representations21 topic

Where does Stefan Roth work?

Stefan Roth's main affiliation in the publication record is Technische Universität Darmstadt, Germany.

How many publications and citations does Stefan Roth have?

Science Explorer counts 55 works and 4,044 citations for Stefan Roth, ranking #5,986 of 1,633,909 researchers worldwide on the composite score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.