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Researcher · Xerox (France) · France

Gabriela Csurka

Gabriela Csurka publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Aerospace Engineering, on topics such as Advanced Image and Video Retrieval Techniques, Image Retrieval and Classification Techniques and Domain Adaptation and Few-Shot Learning.

ORCID 0009-0005-1067-1056 OpenAlex
World rank
#518,012
of 7,710,434 ranked researchers
Rank in France
#26,974
of 324,115
Works
141
Citations
4.5k
Citations per work
31.6
h-index
27
i10-index 59Top 6.7% in Computer Vision and Pattern Recognition
Gabriela Csurka

What does Gabriela Csurka research?

Gabriela Csurka's work is mostly in Computer Science (76%), Engineering (8%), Medicine (3%).

Physical Sciences: 122 works · 86.5% of their workComputer Science: 108 works · 76.3% of their workComputer Vision and Pattern Recognition: 82 works · 58.5% of their workArtificial Intelligence: 25 works · 17.8% of their workEngineering: 11 works · 8.1% of their workAerospace Engineering: 8 works · 5.5% of their workMedia Technology: 4 works · 2.6% of their workEarth and Planetary Sciences: 3 works · 2.1% of their workGeology: 3 works · 2.1% of their workEverything else: 15 works · 10.9% of their workHealth Sciences: 4 works · 2.6% of their workMedicine: 4 works · 2.6% of their workRadiology, Nuclear Medicine and Imaging: 4 works · 2.6% of their workTHEIR WORKGabriela Csurka141works
Physical Sciences86%Health Sciences3%

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 Science10876.3%
    2. Engineering118.1%
    3. Earth and Planetary Sciences32.1%
  2. Everything else1510.9%
    1. Medicine42.6%
  1. 1Computer Vision and Pattern Recognition58% of their works
  2. 2Artificial Intelligence18% of their works
  3. 3Aerospace Engineering6% of their works
  4. 4Radiology, Nuclear Medicine and Imaging3% of their works
  5. 5Media Technology3% of their works
  6. 6Geology2% of their works

Research topics

Which keywords describe Gabriela Csurka's research?

The keywords of their largest research topics: Deep Learning, Feature Matching, Local Descriptors, Content-Based Image Retrieval, Shape Matching, Meta-Learning, Domain Adaptation and Image Captioning.

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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 18 words, with their numbers
  1. Deep Learning1123 topics
  2. Feature Matching651 topic
  3. Local Descriptors651 topic
  4. Content-Based Image Retrieval491 topic
  5. Shape Matching491 topic
  6. Meta-Learning472 topics
  7. Domain Adaptation351 topic
  8. Image Captioning351 topic
  9. Transfer Learning351 topic
  10. Visual Question Answering351 topic
  11. 3D Mapping171 topic
  12. SLAM171 topic
  13. Convolutional Neural Networks121 topic
  14. Hyperparameter Optimization121 topic
  15. Image Recognition121 topic
  16. Noisy Labels121 topic
  17. Content-Based Retrieval111 topic
  18. Video Summarization111 topic

Where does Gabriela Csurka work?

Gabriela Csurka's main affiliation in the publication record is Xerox (France), France.

How many publications and citations does Gabriela Csurka have?

OpenAlex counts 141 works and 4,454 citations for Gabriela Csurka, an h-index of 27, ranking #518,012 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation 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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