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Researcher · Institut national de recherche en sciences et technologies du numérique · France

Matthijs Douze

Matthijs Douze publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Aerospace Engineering, on topics such as Advanced Image and Video Retrieval Techniques, Multimodal Machine Learning Applications and Domain Adaptation and Few-Shot Learning.

OpenAlex
World rank
#14,195
of 1,633,909 ranked researchers
Rank in France
#810
of 96,116
Works
53
Citations
1.1k
Citations per work
21.4

What does Matthijs Douze research?

Computer Vision and Pattern Recognition: 67.1%Artificial Intelligence: 15.8%Aerospace Engineering: 3.9%Signal Processing: 3.9%other fields: 9.3%67%top field
Computer Vision and Pattern Recognition67.1%Artificial Intelligence15.8%Aerospace Engineering3.9%Signal Processing3.9%other fields9.3%

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 Recognition67% of their works
  2. 2Artificial Intelligence16% of their works
  3. 3Aerospace Engineering4% of their works
  4. 4Signal Processing4% of their works
  5. 5Electrical and Electronic Engineering1% of their works
  6. 6Control and Systems Engineering1% of their works

Research topics

Which keywords describe Matthijs Douze's research?

The keywords of their largest research topics: Deep Learning, Feature Matching, Local Descriptors, Unsupervised Learning, Image Captioning, Visual Question Answering, Content-Based Image Retrieval and Content-Based 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 18 words, with their numbers
  1. Deep Learning233 topics
  2. Feature Matching151 topic
  3. Local Descriptors151 topic
  4. Unsupervised Learning72 topics
  5. Image Captioning61 topic
  6. Visual Question Answering61 topic
  7. Content-Based Image Retrieval51 topic
  8. Content-Based Retrieval51 topic
  9. Domain Adaptation51 topic
  10. Shape Matching51 topic
  11. Transfer Learning51 topic
  12. Video Summarization51 topic
  13. 3D Mapping31 topic
  14. SLAM31 topic
  15. Convolutional Neural Networks21 topic
  16. Depth Estimation21 topic
  17. Image Recognition21 topic
  18. Stereo Vision21 topic

Where does Matthijs Douze work?

Matthijs Douze'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 Matthijs Douze have?

Science Explorer counts 53 works and 1,132 citations for Matthijs Douze, ranking #14,195 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.