Gabriele Steidl
Gabriele Steidl publishes mostly in Computer Vision and Pattern Recognition, Applied Mathematics and Artificial Intelligence, on topics such as Image and Signal Denoising Methods, Medical Imaging Techniques and Applications and Geometric Analysis and Curvature Flows.
- World rank
- #421,157 of 1,633,909 ranked researchers
- Rank in Germany
- #25,126 of 86,443
- Works
- 55
- Citations
- 246
- Citations per work
- 4.5
What does Gabriele Steidl 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 Recognition14% of their works
- 2Applied Mathematics11% of their works
- 3Artificial Intelligence9% of their works
- 4Radiology, Nuclear Medicine and Imaging8% of their works
- 5Mathematical Physics8% of their works
- 6Computational Mechanics5% of their works
Research topics
- Image and Signal Denoising Methods
- Medical Imaging Techniques and Applications
- Geometric Analysis and Curvature Flows
- Mathematical Analysis and Transform Methods
- Numerical methods in inverse problems
- Statistical Methods and Inference
- Bayesian Methods and Mixture Models
- Gaussian Processes and Bayesian Inference
Which keywords describe Gabriele Steidl's research?
The keywords of their largest research topics: Deep Learning, Image Denoising, Sparse Representations, Bayesian Inference, Imaging, PET/CT, Variational Inference and Frames.
- Machine Learning
- Clustering
- Variable Selection
- Regularization Methods
- Optimal Transport
- Frames
- PET/CT
- Bayesian Inference
- Image Denoising
- Deep Learning
- Sparse Representations
- Imaging
- Variational Inference
- Inverse Problems
- Regularization
- Ricci Curvature
- Wavelets
- Gaussian Processes
- Mixture Models
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
- Deep Learning112 topics
- Image Denoising81 topic
- Sparse Representations81 topic
- Bayesian Inference62 topics
- Imaging61 topic
- PET/CT61 topic
- Variational Inference62 topics
- Frames41 topic
- Inverse Problems41 topic
- Optimal Transport41 topic
- Regularization41 topic
- Regularization Methods41 topic
- Ricci Curvature41 topic
- Variable Selection41 topic
- Wavelets41 topic
- Clustering31 topic
- Gaussian Processes31 topic
- Machine Learning31 topic
- Mixture Models31 topic
Where does Gabriele Steidl work?
Gabriele Steidl's main affiliation in the publication record is University of Mannheim, Germany.
How many publications and citations does Gabriele Steidl have?
Science Explorer counts 55 works and 246 citations for Gabriele Steidl, ranking #421,157 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.
Other researchers named Gabriele Steidl
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