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Researcher · Institut national de recherche en sciences et technologies du numérique · France

Jakob Verbeek

Jakob Verbeek publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Geometry and Topology, on topics such as Advanced Image and Video Retrieval Techniques, Multimodal Machine Learning Applications and Domain Adaptation and Few-Shot Learning.

ORCID 0000-0003-1419-1816 OpenAlex
World rank
#5,737
of 1,633,909 ranked researchers
Rank in France
#356
of 96,116
Works
70
Citations
1.6k
Citations per work
22.2

What does Jakob Verbeek research?

Computer Vision and Pattern Recognition: 53.2%Artificial Intelligence: 19.1%Geometry and Topology: 2.1%Computational Mechanics: 2.1%other fields: 23.5%53%top field
Computer Vision and Pattern Recognition53.2%Artificial Intelligence19.1%Geometry and Topology2.1%Computational Mechanics2.1%other fields23.5%

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 Intelligence19% of their works
  3. 3Geometry and Topology2% of their works
  4. 4Computational Mechanics2% of their works
  5. 5Aerospace Engineering2% of their works
  6. 6Management, Monitoring, Policy and Law2% of their works

Research topics

Which keywords describe Jakob Verbeek's research?

The keywords of their largest research topics: Deep Learning, Neural Networks, Unsupervised Learning, Convolutional Neural Networks, Feature Matching, Local Descriptors, Image Captioning and Visual Question Answering.

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 Learning265 topics
  2. Neural Networks102 topics
  3. Unsupervised Learning92 topics
  4. Convolutional Neural Networks82 topics
  5. Feature Matching81 topic
  6. Local Descriptors81 topic
  7. Image Captioning71 topic
  8. Visual Question Answering71 topic
  9. Content-Based Image Retrieval51 topic
  10. Domain Adaptation51 topic
  11. Shape Matching51 topic
  12. Transfer Learning51 topic
  13. Depth Estimation41 topic
  14. Face Recognition41 topic
  15. Facial Landmark Detection41 topic
  16. Image Recognition41 topic
  17. Object Detection41 topic
  18. Stereo Vision41 topic
  19. Backpropagation Learning31 topic
  20. Self-Organizing Maps31 topic

Where does Jakob Verbeek work?

Jakob Verbeek's main affiliation in the publication record is Institut national de recherche en sciences et technologies du numérique, France.

How many publications and citations does Jakob Verbeek have?

Science Explorer counts 70 works and 1,551 citations for Jakob Verbeek, ranking #5,737 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.