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Researcher · Advanced Digital Sciences Center · Singapore

Stefan Winkler

Stefan Winkler publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Aerospace Engineering, on topics such as Advanced Image and Video Retrieval Techniques, Advanced Vision and Imaging and Image and Video Quality Assessment.

ORCID 0000-0003-4305-8408 OpenAlex
World rank
#49,860
of 1,633,909 ranked researchers
Rank in Singapore
#192
of 5,048
Works
84
Citations
739
Citations per work
8.8

What does Stefan Winkler research?

Computer Vision and Pattern Recognition: 41.0%Artificial Intelligence: 9.0%Aerospace Engineering: 7.4%Radiology, Nuclear Medicine and Imaging: 3.3%other fields: 39.3%41%top field
Computer Vision and Pattern Recognition41.0%Artificial Intelligence9.0%Aerospace Engineering7.4%Radiology, Nuclear Medicine and Imaging3.3%other fields39.3%

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 Recognition41% of their works
  2. 2Artificial Intelligence9% of their works
  3. 3Aerospace Engineering7% of their works
  4. 4Radiology, Nuclear Medicine and Imaging3% of their works
  5. 5Media Technology3% of their works
  6. 6Signal Processing2% of their works

Research topics

Which keywords describe Stefan Winkler's research?

The keywords of their largest research topics: Deep Learning, Convolutional Neural Networks, Depth Estimation, Feature Matching, Image Quality Assessment, Local Descriptors, Perceptual Quality and Stereo Vision.

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 18 words, with their numbers
  1. Deep Learning235 topics
  2. Convolutional Neural Networks72 topics
  3. Depth Estimation61 topic
  4. Feature Matching61 topic
  5. Image Quality Assessment61 topic
  6. Local Descriptors61 topic
  7. Perceptual Quality61 topic
  8. Stereo Vision61 topic
  9. 3D Mapping51 topic
  10. SLAM51 topic
  11. Contrast Enhancement41 topic
  12. Dehazing41 topic
  13. Image Recognition41 topic
  14. Object Detection41 topic
  15. Anesthesia31 topic
  16. Neurotoxicity31 topic
  17. Object Tracking31 topic
  18. Visual Tracking31 topic

Where does Stefan Winkler work?

Stefan Winkler's main affiliation in the publication record is Advanced Digital Sciences Center, Singapore.

How many publications and citations does Stefan Winkler have?

Science Explorer counts 84 works and 739 citations for Stefan Winkler, ranking #49,860 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.

Other researchers named Stefan Winkler

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