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Francis Bach

Francis Bach publishes mostly in Computer Vision and Pattern Recognition, Computational Mechanics and Artificial Intelligence, on topics such as Sparse and Compressive Sensing Techniques, Face and Expression Recognition and Medical Image Segmentation Techniques.

World rank
#151,151
of 1,633,909 ranked researchers
Rank in France
#7,862
of 96,116
Works
22
Citations
407
Citations per work
18.5

What does Francis Bach research?

Computer Vision and Pattern Recognition: 36.8%Computational Mechanics: 18.4%Artificial Intelligence: 15.8%Control and Systems Engineering: 7.9%other fields: 21.1%37%top field
Computer Vision and Pattern Recognition36.8%Computational Mechanics18.4%Artificial Intelligence15.8%Control and Systems Engineering7.9%other fields21.1%

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 Recognition37% of their works
  2. 2Computational Mechanics18% of their works
  3. 3Artificial Intelligence16% of their works
  4. 4Control and Systems Engineering8% of their works
  5. 5Media Technology5% of their works
  6. 6Signal Processing3% of their works

Research topics

Which keywords describe Francis Bach's research?

The keywords of their largest research topics: Sparse Representation, Compressed Sensing, Deep Learning, Signal Recovery, Dimensionality Reduction, Face Recognition, Image Segmentation and Medical Image Analysis.

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 18 words, with their numbers
  1. Sparse Representation112 topics
  2. Compressed Sensing71 topic
  3. Deep Learning73 topics
  4. Signal Recovery71 topic
  5. Dimensionality Reduction41 topic
  6. Face Recognition41 topic
  7. Image Segmentation31 topic
  8. Medical Image Analysis31 topic
  9. Action Recognition21 topic
  10. Autofocusing21 topic
  11. Content-Based Retrieval21 topic
  12. Depth Estimation21 topic
  13. Image Denoising21 topic
  14. Pose Estimation21 topic
  15. Sparse Representations21 topic
  16. Video Summarization21 topic
  17. Functional Connectivity11 topic
  18. Resting-State fMRI11 topic

Where does Francis Bach work?

Francis Bach's main affiliation in the publication record is Institut national de recherche en sciences et technologies du numérique, France.

How many publications and citations does Francis Bach have?

Science Explorer counts 22 works and 407 citations for Francis Bach, ranking #151,151 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 Francis Bach

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