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Researcher · Fraunhofer Institute of Optronics, System Technologies and Image Exploitation · Germany

Arne Schumann

Arne Schumann publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Aerospace Engineering, on topics such as Advanced Neural Network Applications, Video Surveillance and Tracking Methods and Anomaly Detection Techniques and Applications.

OpenAlex
World rank
#108,000
of 1,633,909 ranked researchers
Rank in Germany
#6,882
of 86,443
Works
30
Citations
262
Citations per work
8.7

What does Arne Schumann research?

Computer Vision and Pattern Recognition: 53.3%Artificial Intelligence: 13.3%Aerospace Engineering: 10.0%Ocean Engineering: 6.7%other fields: 16.7%53%top field
Computer Vision and Pattern Recognition53.3%Artificial Intelligence13.3%Aerospace Engineering10.0%Ocean Engineering6.7%other fields16.7%

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 Recognition53% of their works
  2. 2Artificial Intelligence13% of their works
  3. 3Aerospace Engineering10% of their works
  4. 4Ocean Engineering7% of their works
  5. 5Plant Science3% of their works
  6. 6Media Technology3% of their works

Research topics

Which keywords describe Arne Schumann's research?

The keywords of their largest research topics: Deep Learning, Convolutional Neural Networks, Image Recognition, Object Detection, Object Tracking, Visual Tracking, Unsupervised Learning and Anomaly Detection.

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 Learning186 topics
  2. Convolutional Neural Networks112 topics
  3. Image Recognition71 topic
  4. Object Detection71 topic
  5. Object Tracking41 topic
  6. Visual Tracking41 topic
  7. Unsupervised Learning32 topics
  8. Anomaly Detection21 topic
  9. Domain Adaptation21 topic
  10. Feature Matching21 topic
  11. Local Descriptors21 topic
  12. Remote Sensing21 topic
  13. Road Extraction21 topic
  14. Transfer Learning21 topic
  15. Unsupervised21 topic
  16. Depth Estimation11 topic
  17. Plant Disease Detection11 topic
  18. Smart Farming11 topic
  19. Stereo Vision11 topic

Where does Arne Schumann work?

Arne Schumann's main affiliation in the publication record is Fraunhofer Institute of Optronics, System Technologies and Image Exploitation, Germany.

How many publications and citations does Arne Schumann have?

Science Explorer counts 30 works and 262 citations for Arne Schumann, ranking #108,000 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.