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Researcher · TU Dortmund University · Germany

Gernot A. Fink

Gernot A. Fink publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing, on topics such as Handwritten Text Recognition Techniques, Natural Language Processing Techniques and Advanced Image and Video Retrieval Techniques.

ORCID 0000-0002-7446-7813 OpenAlex
World rank
#1,256,487
of 7,710,434 ranked researchers
Rank in Germany
#61,921
of 364,343
Works
316
Citations
5k
Citations per work
15.8
h-index
35
i10-index 110Top 3.4% in Computer Vision and Pattern Recognition
Gernot A. Fink

What does Gernot A. Fink research?

Gernot A. Fink's work is mostly in Computer Science (76%), Biochemistry, Genetics and Molecular Biology (3%), Engineering (2%).

Physical Sciences: 248 works · 78.4% of their workComputer Science: 241 works · 76.4% of their workComputer Vision and Pattern Recognition: 112 works · 35.4% of their workArtificial Intelligence: 92 works · 29.0% of their workSignal Processing: 28 works · 8.8% of their workHuman-Computer Interaction: 10 works · 3.2% of their workEngineering: 6 works · 2.0% of their workControl and Systems Engineering: 6 works · 2.0% of their workEverything else: 60 works · 19.0% of their workLife Sciences: 8 works · 2.6% of their workBiochemistry, Genetics and Molecular Biology: 8 works · 2.6% of their workMolecular Biology: 8 works · 2.6% of their workTHEIR WORKGernot A. Fink316works
Life Sciences3%Physical Sciences78%

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 Science24176.4%
    2. Engineering62.0%
  2. Everything else6019.0%
    1. Biochemistry, Genetics and Molecular Biology82.6%
  1. 1Computer Vision and Pattern Recognition35% of their works
  2. 2Artificial Intelligence29% of their works
  3. 3Signal Processing9% of their works
  4. 4Human-Computer Interaction3% of their works
  5. 5Molecular Biology3% of their works
  6. 6Control and Systems Engineering2% of their works

Research topics

Which keywords describe Gernot A. Fink's research?

The keywords of their largest research topics: Convolutional Neural Networks, Neural Networks, Deep Learning, Handwriting Recognition, Text Detection, Neural Machine Translation, Statistical Machine Translation and Feature 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. Convolutional Neural Networks1242 topics
  2. Neural Networks1212 topics
  3. Deep Learning852 topics
  4. Handwriting Recognition831 topic
  5. Text Detection831 topic
  6. Neural Machine Translation671 topic
  7. Statistical Machine Translation671 topic
  8. Feature Matching471 topic
  9. Local Descriptors471 topic
  10. Acoustic Modeling411 topic
  11. Deep Neural Networks411 topic
  12. Audio-Visual Speech Recognition381 topic
  13. Speech Enhancement381 topic
  14. Content-Based Image Retrieval301 topic
  15. Markov Decision Processes301 topic
  16. Shape Matching301 topic
  17. Spoken Dialogue Systems301 topic
  18. Fragmented Objects271 topic
  19. Reconstruction271 topic

Where does Gernot A. Fink work?

Gernot A. Fink's main affiliation in the publication record is TU Dortmund University, Germany.

How many publications and citations does Gernot A. Fink have?

OpenAlex counts 316 works and 4,983 citations for Gernot A. Fink, an h-index of 35, ranking #1,256,487 of 7,710,434 researchers worldwide on the quality 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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