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Researcher · Technion – Israel Institute of Technology · Israel

Michael Elad

Michael Elad 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 0000-0001-8131-6928 OpenAlex
World rank
#3,915
of 1,633,909 ranked researchers
Rank in Israel
#66
of 8,450
Works
113
Citations
2.3k
Citations per work
20.0

What does Michael Elad research?

Computer Vision and Pattern Recognition: 34.9%Computational Mechanics: 15.4%Signal Processing: 12.6%Biomedical Engineering: 5.1%other fields: 32.0%35%top field
Computer Vision and Pattern Recognition34.9%Computational Mechanics15.4%Signal Processing12.6%Biomedical Engineering5.1%other fields32.0%

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 Recognition35% of their works
  2. 2Computational Mechanics15% of their works
  3. 3Signal Processing13% of their works
  4. 4Biomedical Engineering5% of their works
  5. 5Artificial Intelligence3% of their works
  6. 6Media Technology3% of their works

Research topics

Which keywords describe Michael Elad's research?

The keywords of their largest research topics: Sparse Representation, Deep Learning, Compressed Sensing, Signal Recovery, Image Denoising, Sparse Representations, Neural Networks and Convolutional Networks.

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 22 words, with their numbers
  1. Sparse Representation483 topics
  2. Deep Learning415 topics
  3. Compressed Sensing271 topic
  4. Signal Recovery271 topic
  5. Image Denoising201 topic
  6. Sparse Representations201 topic
  7. Neural Networks173 topics
  8. Convolutional Networks132 topics
  9. Generative Adversarial Networks132 topics
  10. Blind Separation121 topic
  11. Independent Component Analysis121 topic
  12. Image91 topic
  13. Super-Resolution91 topic
  14. Unsupervised Learning82 topics
  15. Audio-Visual Speech Recognition41 topic
  16. Depth Estimation41 topic
  17. Feature Matching41 topic
  18. Image Inpainting41 topic
  19. Image Synthesis41 topic
  20. Local Descriptors41 topic
  21. Speech Enhancement41 topic
  22. Stereo Vision41 topic

Where does Michael Elad work?

Michael Elad's main affiliation in the publication record is Technion – Israel Institute of Technology, Israel.

How many publications and citations does Michael Elad have?

Science Explorer counts 113 works and 2,255 citations for Michael Elad, ranking #3,915 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.