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Researcher · Dortmund University of Applied Sciences and Arts · Germany

Christoph M. Friedrich

Christoph M. Friedrich publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Radiology, Nuclear Medicine and Imaging, on topics such as Advanced Image and Video Retrieval Techniques, Image Retrieval and Classification Techniques and Multimodal Machine Learning Applications.

ORCID 0000-0001-7906-0038 OpenAlex
World rank
#491,232
of 1,633,909 ranked researchers
Rank in Germany
#29,182
of 86,443
Works
59
Citations
164
Citations per work
2.8

What does Christoph M. Friedrich research?

Computer Vision and Pattern Recognition: 21.8%Artificial Intelligence: 16.7%Radiology, Nuclear Medicine and Imaging: 3.8%Molecular Biology: 3.8%other fields: 53.9%22%top field
Computer Vision and Pattern Recognition21.8%Artificial Intelligence16.7%Radiology, Nuclear Medicine and Imaging3.8%Molecular Biology3.8%other fields53.9%

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 Recognition22% of their works
  2. 2Artificial Intelligence17% of their works
  3. 3Radiology, Nuclear Medicine and Imaging4% of their works
  4. 4Molecular Biology4% of their works
  5. 5Neurology4% of their works
  6. 6Electrical and Electronic Engineering4% of their works

Research topics

Which keywords describe Christoph M. Friedrich's research?

The keywords of their largest research topics: Deep Learning, Machine Learning, Neural Networks, Feature Matching, Local Descriptors, Content-Based Image Retrieval, Image Captioning and Shape Matching.

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 19 words, with their numbers
  1. Deep Learning113 topics
  2. Machine Learning83 topics
  3. Neural Networks83 topics
  4. Feature Matching51 topic
  5. Local Descriptors51 topic
  6. Content-Based Image Retrieval41 topic
  7. Image Captioning41 topic
  8. Shape Matching41 topic
  9. Visual Question Answering41 topic
  10. Biomedical Ontologies31 topic
  11. Text Mining31 topic
  12. Backpropagation Learning21 topic
  13. Classification21 topic
  14. Fault Detection21 topic
  15. Genetic Programming21 topic
  16. Machine Translation21 topic
  17. Process Monitoring21 topic
  18. Self-Organizing Maps21 topic
  19. Word Representation21 topic

Where does Christoph M. Friedrich work?

Christoph M. Friedrich's main affiliation in the publication record is Dortmund University of Applied Sciences and Arts, Germany.

How many publications and citations does Christoph M. Friedrich have?

Science Explorer counts 59 works and 164 citations for Christoph M. Friedrich, ranking #491,232 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.