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Researcher · École Polytechnique Fédérale de Lausanne · Switzerland

Michael A. Unser

Michael A. Unser publishes mostly in Computer Vision and Pattern Recognition, Computational Mechanics and Radiology, Nuclear Medicine and Imaging, on topics such as Image and Signal Denoising Methods, Sparse and Compressive Sensing Techniques and Medical Image Segmentation Techniques.

ORCID 0000-0003-1248-2513 OpenAlex
World rank
#202,622
of 7,710,434 ranked researchers
Rank in Switzerland
#4,037
of 80,918
Works
994
Citations
53k
Citations per work
52.9
h-index
103
i10-index 426Top 0.1% in Computer Vision and Pattern Recognition
Michael A. Unser

What does Michael A. Unser research?

Michael A. Unser's work is mostly in Computer Science (28%), Engineering (17%), Medicine (7%).

Physical Sciences: 493 works · 49.6% of their workComputer Science: 275 works · 27.7% of their workComputer Vision and Pattern Recognition: 275 works · 27.7% of their workEngineering: 171 works · 17.2% of their workComputational Mechanics: 107 works · 10.8% of their workBiomedical Engineering: 64 works · 6.4% of their workMathematics: 47 works · 4.7% of their workApplied Mathematics: 47 works · 4.7% of their workEverything else: 383 works · 38.5% of their workHealth Sciences: 67 works · 6.7% of their workMedicine: 67 works · 6.7% of their workRadiology, Nuclear Medicine and Imaging: 67 works · 6.7% of their workLife Sciences: 52 works · 5.2% of their workBiochemistry, Genetics and Molecular Biology: 52 works · 5.2% of their workBiophysics: 52 works · 5.2% of their workTHEIR WORKMichael A. Unser994works
Life Sciences5%Physical Sciences50%Health Sciences7%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science27527.7%
    2. Engineering17117.2%
    3. Mathematics474.7%
  2. Everything else38338.5%
    1. Medicine676.7%
    1. Biochemistry, Genetics and Molecular Biology525.2%
  1. 1Computer Vision and Pattern Recognition28% of their works
  2. 2Computational Mechanics11% of their works
  3. 3Radiology, Nuclear Medicine and Imaging7% of their works
  4. 4Biomedical Engineering6% of their works
  5. 5Biophysics5% of their works
  6. 6Applied Mathematics5% of their works

Research topics

Which keywords describe Michael A. Unser's research?

The keywords of their largest research topics: Deep Learning, Image Denoising, Sparse Representations, Compressed Sensing, Sparse Representation, Image Segmentation, Medical Image Analysis and Finite Elements.

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 17 words, with their numbers
  1. Deep Learning5312 topics
  2. Image Denoising3781 topic
  3. Sparse Representations3781 topic
  4. Compressed Sensing1561 topic
  5. Sparse Representation1561 topic
  6. Image Segmentation1531 topic
  7. Medical Image Analysis1531 topic
  8. Finite Elements1231 topic
  9. NURBS1231 topic
  10. Frames1051 topic
  11. Wavelets1051 topic
  12. FFT891 topic
  13. Filter Banks891 topic
  14. Photoacoustic Imaging881 topic
  15. Tomography881 topic
  16. Imaging851 topic
  17. PET/CT851 topic

Where does Michael A. Unser work?

Michael A. Unser's main affiliation in the publication record is École Polytechnique Fédérale de Lausanne, Switzerland.

How many publications and citations does Michael A. Unser have?

OpenAlex counts 994 works and 52,556 citations for Michael A. Unser, an h-index of 103, ranking #202,622 of 7,710,434 researchers worldwide on the quality 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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