Matthieu Kowalski
Matthieu Kowalski publishes mostly in Computer Vision and Pattern Recognition, Computational Mechanics and Signal Processing, on topics such as Sparse and Compressive Sensing Techniques, Image and Signal Denoising Methods and Blind Source Separation Techniques.
- World rank
- #595,425 of 1,633,909 ranked researchers
- Rank in France
- #36,401 of 96,116
- Works
- 42
- Citations
- 113
- Citations per work
- 2.7
What does Matthieu Kowalski research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computer Vision and Pattern Recognition22% of their works
- 2Computational Mechanics20% of their works
- 3Signal Processing10% of their works
- 4Mathematical Physics8% of their works
- 5Plant Science6% of their works
- 6Biomedical Engineering6% of their works
Research topics
Which keywords describe Matthieu Kowalski's research?
The keywords of their largest research topics: Sparse Representation, Convex Optimization, Deep Learning, Compressed Sensing, Signal Recovery, Image Denoising, Sparse Representations and Blind Separation.
- Semidefinite Programming
- Photoacoustic Imaging
- Optimization Software
- Acoustic Techniques
- Inverse Problems
- Blind Separation
- Image Denoising
- Compressed Sensing
- Convex Optimization
- Sparse Representation
- Deep Learning
- Signal Recovery
- Sparse Representations
- Independent Component Analysis
- Regularization Methods
- Magnetic Resonance Imaging
- Perfusion Imaging
- Seafloor Mapping
- Tomography
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 19 words, with their numbers
- Sparse Representation142 topics
- Convex Optimization122 topics
- Deep Learning112 topics
- Compressed Sensing101 topic
- Signal Recovery101 topic
- Image Denoising91 topic
- Sparse Representations91 topic
- Blind Separation41 topic
- Independent Component Analysis41 topic
- Inverse Problems41 topic
- Regularization Methods41 topic
- Acoustic Techniques21 topic
- Magnetic Resonance Imaging21 topic
- Optimization Software21 topic
- Perfusion Imaging21 topic
- Photoacoustic Imaging21 topic
- Seafloor Mapping21 topic
- Semidefinite Programming21 topic
- Tomography21 topic
Where does Matthieu Kowalski work?
Matthieu Kowalski's main affiliation in the publication record is Laboratoire des signaux et systèmes, France.
How many publications and citations does Matthieu Kowalski have?
Science Explorer counts 42 works and 113 citations for Matthieu Kowalski, ranking #595,425 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.