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Researcher · Institut für Informationsverarbeitung · Germany

Arne Ehlers

Arne Ehlers publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Media Technology, on topics such as Face and Expression Recognition, Advanced Image and Video Retrieval Techniques and Video Surveillance and Tracking Methods.

OpenAlex
World rank
#4,883,194
of 7,710,434 ranked researchers
Rank in Germany
#251,002
of 364,343
Works
27
Citations
132
Citations per work
4.9
h-index
5
i10-index 3Top 87% in Computer Vision and Pattern Recognition
Arne Ehlers

What does Arne Ehlers research?

Arne Ehlers's work is mostly in Computer Science (83%), Engineering (6%), Biochemistry, Genetics and Molecular Biology (2%).

Physical Sciences: 24 works · 89.3% of their workComputer Science: 22 works · 83.1% of their workComputer Vision and Pattern Recognition: 17 works · 61.5% of their workArtificial Intelligence: 5 works · 18.5% of their workHuman-Computer Interaction: 1 works · 3.1% of their workEngineering: 2 works · 6.2% of their workMedia Technology: 2 works · 6.2% of their workEverything else: 2 works · 7.7% of their workLife Sciences: 1 works · 3.0% of their workBiochemistry, Genetics and Molecular Biology: 0 works · 1.5% of their workMolecular Biology: 0 works · 1.5% of their workNeuroscience: 0 works · 1.5% of their workCognitive Neuroscience: 0 works · 1.5% of their workTHEIR WORKArne Ehlers27works
Life Sciences3%Physical Sciences89%

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 Science2283.1%
    2. Engineering26.2%
  2. Everything else27.7%
    1. Biochemistry, Genetics and Molecular Biology01.5%
    2. Neuroscience01.5%
  1. 1Computer Vision and Pattern Recognition62% of their works
  2. 2Artificial Intelligence18% of their works
  3. 3Media Technology6% of their works
  4. 4Human-Computer Interaction3% of their works
  5. 5Cognitive Neuroscience2% of their works
  6. 6Molecular Biology2% of their works

Research topics

Which keywords describe Arne Ehlers's research?

The keywords of their largest research topics: Deep Learning, Neural Networks, Dimensionality Reduction, Face Recognition, Feature Matching, Local Descriptors, Object Tracking and Visual Tracking.

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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 18 words, with their numbers
  1. Deep Learning337 topics
  2. Neural Networks92 topics
  3. Dimensionality Reduction81 topic
  4. Face Recognition81 topic
  5. Feature Matching61 topic
  6. Local Descriptors61 topic
  7. Object Tracking61 topic
  8. Visual Tracking61 topic
  9. Anomaly Detection51 topic
  10. Unsupervised51 topic
  11. Action Recognition41 topic
  12. Backpropagation Learning41 topic
  13. Digital Forensics41 topic
  14. Image Forgery Detection41 topic
  15. Image Segmentation41 topic
  16. Medical Image Analysis41 topic
  17. Pose Estimation41 topic
  18. Self-Organizing Maps41 topic

Where does Arne Ehlers work?

Arne Ehlers's main affiliation in the publication record is Institut für Informationsverarbeitung, Germany.

How many publications and citations does Arne Ehlers have?

OpenAlex counts 27 works and 132 citations for Arne Ehlers, an h-index of 5, ranking #4,883,194 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

Discussion

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