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Researcher · École Polytechnique Fédérale de Lausanne · Switzerland

Pierre Vandergheynst

Pierre Vandergheynst publishes mostly in Computer Vision and Pattern Recognition, Computational Mechanics and Signal Processing, on topics such as Sparse and Compressive Sensing Techniques, Image and Signal Denoising Methods and Blind Source Separation Techniques.

ORCID 0000-0002-9070-900X OpenAlex
World rank
#2,658
of 1,633,909 ranked researchers
Rank in Switzerland
#59
of 19,404
Works
129
Citations
3.1k
Citations per work
24.2

What does Pierre Vandergheynst research?

Computer Vision and Pattern Recognition: 30.3%Computational Mechanics: 15.1%Signal Processing: 11.0%Artificial Intelligence: 6.9%other fields: 36.7%30%top field
Computer Vision and Pattern Recognition30.3%Computational Mechanics15.1%Signal Processing11.0%Artificial Intelligence6.9%other fields36.7%

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 Recognition30% of their works
  2. 2Computational Mechanics15% of their works
  3. 3Signal Processing11% of their works
  4. 4Artificial Intelligence7% of their works
  5. 5Biomedical Engineering6% of their works
  6. 6Media Technology4% of their works

Research topics

Which keywords describe Pierre Vandergheynst's research?

The keywords of their largest research topics: Sparse Representation, Deep Learning, Compressed Sensing, Hyperspectral Imaging, Signal Recovery, Wavelet Transform, Image Denoising and Sparse Representations.

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 21 words, with their numbers
  1. Sparse Representation544 topics
  2. Deep Learning424 topics
  3. Compressed Sensing271 topic
  4. Hyperspectral Imaging272 topics
  5. Signal Recovery271 topic
  6. Wavelet Transform252 topics
  7. Image Denoising191 topic
  8. Sparse Representations191 topic
  9. Neural Networks152 topics
  10. Blind Separation131 topic
  11. Independent Component Analysis131 topic
  12. Image81 topic
  13. JPEG200081 topic
  14. Super-Resolution81 topic
  15. Wavelet Compression81 topic
  16. Audio-Visual Speech Recognition71 topic
  17. Speech Enhancement71 topic
  18. CMOS61 topic
  19. Image Fusion61 topic
  20. Low-Power61 topic
  21. Multispectral61 topic

Where does Pierre Vandergheynst work?

Pierre Vandergheynst's main affiliation in the publication record is École Polytechnique Fédérale de Lausanne, Switzerland.

How many publications and citations does Pierre Vandergheynst have?

Science Explorer counts 129 works and 3,124 citations for Pierre Vandergheynst, ranking #2,658 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.