Sven Elflein
Sven Elflein publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Computational Mechanics, on topics such as 3D Shape Modeling and Analysis, Generative Adversarial Networks and Image Synthesis and Anomaly Detection Techniques and Applications.
- World rank
- #2,290,748 of 7,710,434 ranked researchers
- Rank in Germany
- #113,105 of 364,343
- Works
- 22
- Citations
- 177
- Citations per work
- 8.0
What does Sven Elflein research?
Sven Elflein's work is mostly in Computer Science (60%), Engineering (15%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences1675.0%
- Computer Science1360.0%
- Engineering315.0%
- Everything else625.0%
- 1Computer Vision and Pattern Recognition30% of their works
- 2Artificial Intelligence18% of their works
- 3Computational Mechanics10% of their works
- 4Computer Graphics and Computer-Aided Design7% of their works
- 5Computer Networks and Communications5% of their works
- 6Automotive Engineering5% of their works
Research topics
- 3D Shape Modeling and Analysis
- Generative Adversarial Networks and Image Synthesis
- Anomaly Detection Techniques and Applications
- Computer Graphics and Visualization Techniques
- Advanced Vision and Imaging
- Autonomous Vehicle Technology and Safety
- Spectroscopy Techniques in Biomedical and Chemical Research
- Topic Modeling
Which keywords describe Sven Elflein's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Unsupervised Learning, 3D Reconstruction, Point Clouds, Generative Adversarial Networks, Image Synthesis and Anomaly Detection.
- Raman Spectroscopy
- Infrared Spectroscopy
- Autonomous Vehicles
- Unsupervised
- Depth Estimation
- Anomaly Detection
- Generative Adversarial Networks
- 3D Reconstruction
- Neural Networks
- Deep Learning
- Unsupervised Learning
- Point Clouds
- Image Synthesis
- Computer Graphics
- Stereo Vision
- Visualization
- Trajectory Prediction
- Machine Translation
- Word Representation
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 Learning184 topics
- Neural Networks113 topics
- Unsupervised Learning92 topics
- 3D Reconstruction61 topic
- Point Clouds61 topic
- Generative Adversarial Networks51 topic
- Image Synthesis51 topic
- Anomaly Detection41 topic
- Computer Graphics41 topic
- Depth Estimation41 topic
- Stereo Vision41 topic
- Unsupervised41 topic
- Visualization41 topic
- Autonomous Vehicles31 topic
- Trajectory Prediction31 topic
- Infrared Spectroscopy21 topic
- Machine Translation21 topic
- Raman Spectroscopy21 topic
- Word Representation21 topic
Where does Sven Elflein work?
Sven Elflein's main affiliation in the publication record is Technical University of Munich, Germany.
How many publications and citations does Sven Elflein have?
OpenAlex counts 22 works and 177 citations for Sven Elflein, an h-index of 5, ranking #2,290,748 of 7,710,434 researchers worldwide on the quality 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.
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