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Researcher · Technische Universität Darmstadt · Germany

Stefan Roth

Stefan Roth publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Media Technology, on topics such as Advanced Vision and Imaging, Advanced Image Processing Techniques and Advanced Neural Network Applications.

ORCID 0000-0001-9002-9832 OpenAlex
World rank
#57,757
of 7,710,434 ranked researchers
Rank in Germany
#3,298
of 364,343
Works
234
Citations
37k
Citations per work
156.3
h-index
63
i10-index 128Top 0.5% in Computer Vision and Pattern Recognition
Stefan Roth

What does Stefan Roth research?

Stefan Roth's work is mostly in Computer Science (64%), Engineering (11%).

Physical Sciences: 175 works · 74.6% of their workComputer Science: 150 works · 63.9% of their workComputer Vision and Pattern Recognition: 122 works · 52.2% of their workArtificial Intelligence: 27 works · 11.7% of their workEngineering: 25 works · 10.7% of their workMedia Technology: 10 works · 4.1% of their workAerospace Engineering: 6 works · 2.6% of their workBiomedical Engineering: 5 works · 2.0% of their workComputational Mechanics: 5 works · 2.0% of their workEverything else: 59 works · 25.4% of their workTHEIR WORKStefan Roth234works
Physical Sciences75%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science15063.9%
    2. Engineering2510.7%
  2. Everything else5925.4%
  1. 1Computer Vision and Pattern Recognition52% of their works
  2. 2Artificial Intelligence12% of their works
  3. 3Media Technology4% of their works
  4. 4Aerospace Engineering3% of their works
  5. 5Computational Mechanics2% of their works
  6. 6Biomedical Engineering2% of their works

Research topics

Which keywords describe Stefan Roth's research?

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

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 22 words, with their numbers
  1. Deep Learning1735 topics
  2. Convolutional Networks1062 topics
  3. Convolutional Neural Networks933 topics
  4. Unsupervised Learning822 topics
  5. Depth Estimation792 topics
  6. Neural Networks712 topics
  7. Optical Flow571 topic
  8. Stereo Vision571 topic
  9. Image491 topic
  10. Super-Resolution491 topic
  11. Image Recognition341 topic
  12. Object Detection341 topic
  13. Object Tracking341 topic
  14. Visual Tracking341 topic
  15. Feature Matching311 topic
  16. Local Descriptors311 topic
  17. Domain Adaptation251 topic
  18. Image Denoising251 topic
  19. Sparse Representations251 topic
  20. Transfer Learning251 topic
  21. Autofocusing221 topic
  22. Microscopy221 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?

OpenAlex counts 234 works and 36,565 citations for Stefan Roth, an h-index of 63, ranking #57,757 of 7,710,434 researchers worldwide on the quality 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.

Other researchers named Stefan Roth

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