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Researcher · Laboratoire Traitement et Communication de l’Information · France

Fréderic Dufaux

Fréderic Dufaux publishes mostly in Computer Vision and Pattern Recognition, Signal Processing and Electrical and Electronic Engineering, on topics such as Advanced Vision and Imaging, Video Coding and Compression Technologies and Advanced Image Processing Techniques.

ORCID 0000-0001-6388-4112 OpenAlex
World rank
#137,080
of 1,633,909 ranked researchers
Rank in France
#7,116
of 96,116
Works
125
Citations
502
Citations per work
4.0

What does Fréderic Dufaux research?

Computer Vision and Pattern Recognition: 58.7%Signal Processing: 15.1%Electrical and Electronic Engineering: 6.3%Computer Networks and Communications: 4.8%other fields: 15.1%59%top field
Computer Vision and Pattern Recognition58.7%Signal Processing15.1%Electrical and Electronic Engineering6.3%Computer Networks and Communications4.8%other fields15.1%

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 Recognition59% of their works
  2. 2Signal Processing15% of their works
  3. 3Electrical and Electronic Engineering6% of their works
  4. 4Computer Networks and Communications5% of their works
  5. 5Atomic and Molecular Physics, and Optics2% of their works
  6. 6Aerospace Engineering2% of their works

Research topics

Which keywords describe Fréderic Dufaux's research?

The keywords of their largest research topics: Deep Learning, Convolutional Networks, Video Coding, Depth Estimation, Stereo Vision, H.264/AVC, High Efficiency Video Coding (HEVC) and Hyperspectral Imaging.

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. Deep Learning335 topics
  2. Convolutional Networks282 topics
  3. Video Coding242 topics
  4. Depth Estimation191 topic
  5. Stereo Vision191 topic
  6. H.264/AVC171 topic
  7. High Efficiency Video Coding (HEVC)171 topic
  8. Hyperspectral Imaging122 topics
  9. Image91 topic
  10. Super-Resolution91 topic
  11. Contrast Enhancement81 topic
  12. Dehazing81 topic
  13. JPEG200071 topic
  14. Wavelet Compression71 topic
  15. Image Denoising51 topic
  16. Physical Layer Security51 topic
  17. Sparse Representations51 topic
  18. Wireless Communications51 topic
  19. Feature Matching41 topic
  20. Local Descriptors41 topic

Where does Fréderic Dufaux work?

Fréderic Dufaux's main affiliation in the publication record is Laboratoire Traitement et Communication de l’Information, France.

How many publications and citations does Fréderic Dufaux have?

Science Explorer counts 125 works and 502 citations for Fréderic Dufaux, ranking #137,080 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 Fréderic Dufaux

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