Matthias Franz
Matthias Franz publishes mostly in Computer Vision and Pattern Recognition, Mathematical Physics and Geometry and Topology, on topics such as Homotopy and Cohomology in Algebraic Topology, Algebraic structures and combinatorial models and Advanced Image and Video Retrieval Techniques.
- World rank
- #274,133 of 1,633,909 ranked researchers
- Rank in Germany
- #16,482 of 86,443
- Works
- 51
- Citations
- 211
- Citations per work
- 4.1
What does Matthias Franz 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 Recognition29% of their works
- 2Mathematical Physics8% of their works
- 3Geometry and Topology8% of their works
- 4Atomic and Molecular Physics, and Optics4% of their works
- 5Computational Mechanics4% of their works
- 6Geology3% of their works
Research topics
Which keywords describe Matthias Franz's research?
The keywords of their largest research topics: Deep Learning, Deformation Quantization, Poisson Manifolds, Cluster Algebras, Triangulated Categories, Dimensionality Reduction, Face Recognition and Feature Matching.
- Natural Selection
- Image Denoising
- Deformations
- Local Descriptors
- Feature Matching
- Dimensionality Reduction
- Cluster Algebras
- Deformation Quantization
- Deep Learning
- Poisson Manifolds
- Triangulated Categories
- Face Recognition
- Image Segmentation
- Medical Image Analysis
- Hom-Lie Algebras
- Sparse Representations
- Phenotypic Plasticity
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
- Deep Learning83 topics
- Deformation Quantization51 topic
- Poisson Manifolds51 topic
- Cluster Algebras41 topic
- Triangulated Categories41 topic
- Dimensionality Reduction31 topic
- Face Recognition31 topic
- Feature Matching31 topic
- Image Segmentation31 topic
- Local Descriptors31 topic
- Medical Image Analysis31 topic
- Deformations21 topic
- Hom-Lie Algebras21 topic
- Image Denoising21 topic
- Sparse Representations21 topic
- Natural Selection11 topic
- Phenotypic Plasticity11 topic
Where does Matthias Franz work?
Matthias Franz's main affiliation in the publication record is Max Planck Institute for Biological Cybernetics, Germany.
How many publications and citations does Matthias Franz have?
Science Explorer counts 51 works and 211 citations for Matthias Franz, ranking #274,133 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 Matthias Franz
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