Petra Perner
Petra Perner publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing, on topics such as Image Retrieval and Classification Techniques, Cell Image Analysis Techniques and AI in cancer detection.
- World rank
- #507,377 of 1,633,909 ranked researchers
- Rank in Germany
- #30,111 of 86,443
- Works
- 68
- Citations
- 149
- Citations per work
- 2.2
What does Petra Perner 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 Recognition31% of their works
- 2Artificial Intelligence30% of their works
- 3Signal Processing7% of their works
- 4Biophysics6% of their works
- 5Information Systems4% of their works
- 6Computer Networks and Communications3% of their works
Research topics
Which keywords describe Petra Perner's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Content-Based Image Retrieval, Shape Matching, Bioimage Analysis, High-Content Screening, Histopathology Images and Hyperparameter Optimization.
- Self-Organizing Maps
- Neural Networks
- Frequent Patterns
- Feature Matching
- Noisy Labels
- Hyperparameter Optimization
- High-Content Screening
- Shape Matching
- Deep Learning
- Machine Learning
- Content-Based Image Retrieval
- Bioimage Analysis
- Histopathology Images
- Medical Image Analysis
- Data Mining
- Fragmented Objects
- Local Descriptors
- Reconstruction
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
- Machine Learning204 topics
- Deep Learning144 topics
- Content-Based Image Retrieval91 topic
- Shape Matching91 topic
- Bioimage Analysis41 topic
- High-Content Screening41 topic
- Histopathology Images41 topic
- Hyperparameter Optimization41 topic
- Medical Image Analysis41 topic
- Noisy Labels41 topic
- Data Mining31 topic
- Feature Matching31 topic
- Fragmented Objects31 topic
- Frequent Patterns31 topic
- Local Descriptors31 topic
- Neural Networks31 topic
- Reconstruction31 topic
- Self-Organizing Maps31 topic
Where does Petra Perner work?
Petra Perner's main affiliation in the publication record is Institute of Computer Vision and Applied Computer Sciences, Germany.
How many publications and citations does Petra Perner have?
Science Explorer counts 68 works and 149 citations for Petra Perner, ranking #507,377 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.