Karsten Müller
Karsten Müller publishes mostly in Computer Vision and Pattern Recognition, Signal Processing and Artificial Intelligence, on topics such as Video Coding and Compression Technologies, Advanced Vision and Imaging and Advanced Data Compression Techniques.
- World rank
- #47,876 of 1,633,909 ranked researchers
- Rank in Germany
- #3,372 of 86,443
- Works
- 36
- Citations
- 551
- Citations per work
- 15.3
What does Karsten Müller 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 Recognition36% of their works
- 2Signal Processing19% of their works
- 3Artificial Intelligence11% of their works
- 4Cognitive Neuroscience6% of their works
- 5Computer Graphics and Computer-Aided Design6% of their works
- 6Hardware and Architecture3% of their works
Research topics
- Video Coding and Compression Technologies
- Advanced Vision and Imaging
- Advanced Data Compression Techniques
- Privacy-Preserving Technologies in Data
- Computer Graphics and Visualization Techniques
- Advanced Image Processing Techniques
- Stochastic Gradient Optimization Techniques
- Image and Video Quality Assessment
Which keywords describe Karsten Müller's research?
The keywords of their largest research topics: Video Coding, Deep Learning, Convolutional Networks, H.264/AVC, High Efficiency Video Coding (HEVC), Depth Estimation, Stereo Vision and JPEG2000.
- Stochastic Gradient Descent
- Perceptual Quality
- Visualization
- Image
- Differential Privacy
- Wavelet Compression
- JPEG2000
- Depth Estimation
- H.264/AVC
- Deep Learning
- Video Coding
- Convolutional Networks
- High Efficiency Video Coding (HEVC)
- Stereo Vision
- Neural Networks
- Computer Graphics
- Federated Learning
- Super-Resolution
- Image Quality Assessment
- Random Projections
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 20 words, with their numbers
- Video Coding182 topics
- Deep Learning144 topics
- Convolutional Networks132 topics
- H.264/AVC121 topic
- High Efficiency Video Coding (HEVC)121 topic
- Depth Estimation91 topic
- Stereo Vision91 topic
- JPEG200061 topic
- Neural Networks62 topics
- Wavelet Compression61 topic
- Computer Graphics41 topic
- Differential Privacy41 topic
- Federated Learning41 topic
- Image41 topic
- Super-Resolution41 topic
- Visualization41 topic
- Image Quality Assessment21 topic
- Perceptual Quality21 topic
- Random Projections21 topic
- Stochastic Gradient Descent21 topic
Where does Karsten Müller work?
Karsten Müller's main affiliation in the publication record is Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute, Germany.
How many publications and citations does Karsten Müller have?
Science Explorer counts 36 works and 551 citations for Karsten Müller, ranking #47,876 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 Karsten Müller
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