Romain Abraham
Romain Abraham publishes mostly in Mathematical Physics, Condensed Matter Physics and Computer Vision and Pattern Recognition, on topics such as Stochastic processes and statistical mechanics, Theoretical and Computational Physics and Markov Chains and Monte Carlo Methods.
- World rank
- #1,407,314 of 1,633,909 ranked researchers
- Rank in France
- #84,977 of 96,116
- Works
- 21
- Citations
- 24
- Citations per work
- 1.1
What does Romain Abraham research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Mathematical Physics21% of their works
- 2Condensed Matter Physics21% of their works
- 3Computer Vision and Pattern Recognition21% of their works
- 4Statistics and Probability12% of their works
- 5Artificial Intelligence4% of their works
- 6Epidemiology4% of their works
Research topics
- Stochastic processes and statistical mechanics
- Theoretical and Computational Physics
- Markov Chains and Monte Carlo Methods
- Medical Image Segmentation Techniques
- Bayesian Methods and Mixture Models
- Advanced Image and Video Retrieval Techniques
- Image and Signal Denoising Methods
- Image and Object Detection Techniques
Which keywords describe Romain Abraham's research?
The keywords of their largest research topics: Critical Phenomena, Interacting Particle Systems, Phase Transitions, Scaling Limits, Deep Learning, Bayesian Monte Carlo, Markov Chain and Image Segmentation.
- Mixture Models
- Line Detection
- Hough Transform
- Clustering
- Image Segmentation
- Bayesian Monte Carlo
- Scaling Limits
- Interacting Particle Systems
- Critical Phenomena
- Phase Transitions
- Deep Learning
- Markov Chain
- Medical Image Analysis
- Feature Matching
- Image Denoising
- Local Descriptors
- Sparse Representations
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 17 words, with their numbers
- Critical Phenomena51 topic
- Interacting Particle Systems51 topic
- Phase Transitions51 topic
- Scaling Limits51 topic
- Deep Learning43 topics
- Bayesian Monte Carlo31 topic
- Markov Chain31 topic
- Image Segmentation21 topic
- Medical Image Analysis21 topic
- Clustering11 topic
- Feature Matching11 topic
- Hough Transform11 topic
- Image Denoising11 topic
- Line Detection11 topic
- Local Descriptors11 topic
- Mixture Models11 topic
- Sparse Representations11 topic
Where does Romain Abraham work?
Romain Abraham's main affiliation in the publication record is CERMICS, France.
How many publications and citations does Romain Abraham have?
Science Explorer counts 21 works and 24 citations for Romain Abraham, ranking #1,407,314 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.