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Researcher · Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute · Germany

Heiko Schwarz

Heiko Schwarz publishes mostly in Computer Vision and Pattern Recognition, Signal Processing and Artificial Intelligence, on topics such as Video Coding and Compression Technologies, Advanced Vision and Imaging and Advanced Data Compression Techniques.

ORCID 0000-0002-7136-0041 OpenAlex
World rank
#10,720
of 1,633,909 ranked researchers
Rank in Germany
#1,063
of 86,443
Works
51
Citations
1.1k
Citations per work
20.7

What does Heiko Schwarz research?

Computer Vision and Pattern Recognition: 61.9%Signal Processing: 28.6%Artificial Intelligence: 4.8%Computational Mechanics: 1.6%other fields: 3.1%62%top field
Computer Vision and Pattern Recognition61.9%Signal Processing28.6%Artificial Intelligence4.8%Computational Mechanics1.6%other fields3.1%

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 Recognition62% of their works
  2. 2Signal Processing29% of their works
  3. 3Artificial Intelligence5% of their works
  4. 4Computational Mechanics2% of their works
  5. 5Neurology2% of their works
  6. 6Electrical and Electronic Engineering2% of their works

Research topics

Which keywords describe Heiko Schwarz's research?

The keywords of their largest research topics: Video Coding, Deep Learning, H.264/AVC, High Efficiency Video Coding (HEVC), Convolutional Networks, Hyperspectral Imaging, Depth Estimation 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 20 words, with their numbers
  1. Video Coding262 topics
  2. Deep Learning255 topics
  3. H.264/AVC161 topic
  4. High Efficiency Video Coding (HEVC)161 topic
  5. Convolutional Networks152 topics
  6. Hyperspectral Imaging142 topics
  7. Depth Estimation111 topic
  8. Stereo Vision111 topic
  9. JPEG2000101 topic
  10. Wavelet Compression101 topic
  11. Image41 topic
  12. Image Denoising41 topic
  13. Image Quality Assessment41 topic
  14. Perceptual Quality41 topic
  15. Sparse Representations41 topic
  16. Super-Resolution41 topic
  17. Contrast Enhancement31 topic
  18. Dehazing31 topic
  19. Differential Privacy21 topic
  20. Federated Learning21 topic

Where does Heiko Schwarz work?

Heiko Schwarz's main affiliation in the publication record is Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute, Germany.

How many publications and citations does Heiko Schwarz have?

Science Explorer counts 51 works and 1,058 citations for Heiko Schwarz, ranking #10,720 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.