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Researcher · Max Planck Institute for Intelligent Systems · Germany

Peter Gehler

Peter Gehler publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Computational Mechanics, on topics such as Human Pose and Action Recognition, Domain Adaptation and Few-Shot Learning and Advanced Neural Network Applications.

ORCID 0000-0002-5812-4052 OpenAlex
World rank
#30,285
of 1,633,909 ranked researchers
Rank in Germany
#2,331
of 86,443
Works
35
Citations
1.1k
Citations per work
32.0

What does Peter Gehler research?

Computer Vision and Pattern Recognition: 53.2%Artificial Intelligence: 21.3%Computational Mechanics: 4.3%Food Science: 2.1%other fields: 19.1%53%top field
Computer Vision and Pattern Recognition53.2%Artificial Intelligence21.3%Computational Mechanics4.3%Food Science2.1%other fields19.1%

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 Recognition53% of their works
  2. 2Artificial Intelligence21% of their works
  3. 3Computational Mechanics4% of their works
  4. 4Food Science2% of their works
  5. 5Cancer Research2% of their works
  6. 6Materials Chemistry2% of their works

Research topics

Which keywords describe Peter Gehler's research?

The keywords of their largest research topics: Deep Learning, Convolutional Networks, Convolutional Neural Networks, Unsupervised Learning, Action Recognition, Pose Estimation, Domain Adaptation and Image Recognition.

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 20 words, with their numbers
  1. Deep Learning226 topics
  2. Convolutional Networks92 topics
  3. Convolutional Neural Networks92 topics
  4. Unsupervised Learning82 topics
  5. Action Recognition61 topic
  6. Pose Estimation61 topic
  7. Domain Adaptation51 topic
  8. Image Recognition51 topic
  9. Object Detection51 topic
  10. Transfer Learning51 topic
  11. Object Tracking41 topic
  12. Visual Tracking41 topic
  13. Depth Estimation31 topic
  14. Feature Matching31 topic
  15. Local Descriptors31 topic
  16. Stereo Vision31 topic
  17. 3D Reconstruction21 topic
  18. Anomaly Detection21 topic
  19. Point Clouds21 topic
  20. Unsupervised21 topic

Where does Peter Gehler work?

Peter Gehler's main affiliation in the publication record is Max Planck Institute for Intelligent Systems, Germany.

How many publications and citations does Peter Gehler have?

Science Explorer counts 35 works and 1,121 citations for Peter Gehler, ranking #30,285 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.