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Researcher · Technion – Israel Institute of Technology · Israel

Guy Gilboa

Guy Gilboa publishes mostly in Computer Vision and Pattern Recognition, Computational Mechanics and Artificial Intelligence, on topics such as Image and Signal Denoising Methods, Medical Image Segmentation Techniques and Sparse and Compressive Sensing Techniques.

ORCID 0000-0001-8609-8253 OpenAlex
World rank
#108,977
of 1,633,909 ranked researchers
Rank in Israel
#948
of 8,450
Works
39
Citations
377
Citations per work
9.7

What does Guy Gilboa research?

Computer Vision and Pattern Recognition: 43.1%Computational Mechanics: 12.3%Artificial Intelligence: 9.2%Computational Theory and Mathematics: 4.6%other fields: 30.8%43%top field
Computer Vision and Pattern Recognition43.1%Computational Mechanics12.3%Artificial Intelligence9.2%Computational Theory and Mathematics4.6%other fields30.8%

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 Recognition43% of their works
  2. 2Computational Mechanics12% of their works
  3. 3Artificial Intelligence9% of their works
  4. 4Computational Theory and Mathematics5% of their works
  5. 5Mathematical Physics3% of their works
  6. 6Media Technology3% of their works

Research topics

Which keywords describe Guy Gilboa's research?

The keywords of their largest research topics: Deep Learning, Convolutional Neural Networks, Image Denoising, Sparse Representations, Medical Image Analysis, Unsupervised Learning, Compressed Sensing and Graph Cuts.

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 Learning174 topics
  2. Convolutional Neural Networks102 topics
  3. Image Denoising81 topic
  4. Sparse Representations81 topic
  5. Medical Image Analysis62 topics
  6. Unsupervised Learning52 topics
  7. Compressed Sensing41 topic
  8. Graph Cuts41 topic
  9. Image Segmentation41 topic
  10. Sparse Representation41 topic
  11. Generative Adversarial Networks31 topic
  12. Image Synthesis31 topic
  13. Computer-Aided Detection21 topic
  14. Depth Estimation21 topic
  15. Heterogeneous21 topic
  16. Histopathology Images21 topic
  17. Interpretable Models21 topic
  18. Machine Learning Interpretability21 topic
  19. Multiscale Methods21 topic
  20. Stereo Vision21 topic

Where does Guy Gilboa work?

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

How many publications and citations does Guy Gilboa have?

Science Explorer counts 39 works and 377 citations for Guy Gilboa, ranking #108,977 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.