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Researcher · Université Paris Cité · France

Agnès Desolneux

Agnès Desolneux publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Applied Mathematics, on topics such as Medical Image Segmentation Techniques, Image Retrieval and Classification Techniques and Image and Object Detection Techniques.

ORCID 0000-0003-1554-8397 OpenAlex
World rank
#1,278,580
of 7,710,434 ranked researchers
Rank in France
#58,515
of 324,115
Works
118
Citations
2.5k
Citations per work
21.1
h-index
21
i10-index 36Top 12% in Computer Vision and Pattern Recognition
Agnès Desolneux

What does Agnès Desolneux research?

Agnès Desolneux's work is mostly in Computer Science (50%), Engineering (7%), Mathematics (6%).

Physical Sciences: 75 works · 63.5% of their workComputer Science: 60 works · 50.5% of their workComputer Vision and Pattern Recognition: 48 works · 40.6% of their workArtificial Intelligence: 12 works · 9.9% of their workEngineering: 9 works · 7.4% of their workMedia Technology: 5 works · 4.0% of their workComputational Mechanics: 4 works · 3.4% of their workMathematics: 7 works · 5.6% of their workApplied Mathematics: 7 works · 5.6% of their workEverything else: 38 works · 32.5% of their workHealth Sciences: 5 works · 4.0% of their workMedicine: 5 works · 4.0% of their workRadiology, Nuclear Medicine and Imaging: 5 works · 4.0% of their workTHEIR WORKAgnès Desolneux118works
Physical Sciences64%Health Sciences4%

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 Science6050.5%
    2. Engineering97.4%
    3. Mathematics75.6%
  2. Everything else3832.5%
    1. Medicine54.0%
  1. 1Computer Vision and Pattern Recognition41% of their works
  2. 2Artificial Intelligence10% of their works
  3. 3Applied Mathematics6% of their works
  4. 4Radiology, Nuclear Medicine and Imaging4% of their works
  5. 5Media Technology4% of their works
  6. 6Computational Mechanics3% of their works

Research topics

Which keywords describe Agnès Desolneux's research?

The keywords of their largest research topics: Deep Learning, Medical Image Analysis, Machine Learning, Graph Cuts, Image Segmentation, Convolutional Neural Networks, Unsupervised Learning and Content-Based Image Retrieval.

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. Deep Learning644 topics
  2. Medical Image Analysis432 topics
  3. Machine Learning332 topics
  4. Graph Cuts291 topic
  5. Image Segmentation291 topic
  6. Convolutional Neural Networks252 topics
  7. Unsupervised Learning202 topics
  8. Content-Based Image Retrieval191 topic
  9. Shape Matching191 topic
  10. Hough Transform151 topic
  11. Line Detection151 topic
  12. Computer-Aided Detection141 topic
  13. Histopathology Images141 topic
  14. Point Processes131 topic
  15. Spatstat131 topic
  16. Image Denoising111 topic
  17. Sparse Representations111 topic
  18. Depth Estimation101 topic
  19. Generative Adversarial Networks101 topic
  20. Image Synthesis101 topic
  21. Stereo Vision101 topic

Where does Agnès Desolneux work?

Agnès Desolneux's main affiliation in the publication record is Université Paris Cité, France.

How many publications and citations does Agnès Desolneux have?

OpenAlex counts 118 works and 2,487 citations for Agnès Desolneux, an h-index of 21, ranking #1,278,580 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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