Michal Perďoch
Michal Perďoch publishes mostly in Computer Vision and Pattern Recognition, Aerospace Engineering and Media Technology, on topics such as Advanced Image and Video Retrieval Techniques, Robotics and Sensor-Based Localization and Advanced Vision and Imaging.
- World rank
- #375,299 of 7,710,434 ranked researchers
- Rank in Czechia
- #522 of 39,303
- Works
- 28
- Citations
- 1.9k
- Citations per work
- 66.3
What does Michal Perďoch research?
Michal Perďoch's work is mostly in Computer Science (74%), Engineering (22%), Medicine (1%).
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 Sciences2796.2%
- Computer Science2174.4%
- Engineering621.8%
- Everything else12.5%
- Health Sciences01.3%
- Medicine01.3%
- 1Computer Vision and Pattern Recognition73% of their works
- 2Aerospace Engineering15% of their works
- 3Media Technology5% of their works
- 4Neurology1% of their works
- 5Biomedical Engineering1% of their works
- 6Artificial Intelligence1% of their works
Research topics
- Advanced Image and Video Retrieval Techniques
- Robotics and Sensor-Based Localization
- Advanced Vision and Imaging
- Image Retrieval and Classification Techniques
- Optical measurement and interference techniques
- Generative Adversarial Networks and Image Synthesis
- Image Processing Techniques and Applications
- Video Surveillance and Tracking Methods
Which keywords describe Michal Perďoch's research?
The keywords of their largest research topics: Deep Learning, Feature Matching, Local Descriptors, Depth Estimation, Unsupervised Learning, 3D Mapping, SLAM and Optical Flow.
- Visual Tracking
- Microscopy
- Generative Adversarial Networks
- Structured Light
- Neural Networks
- Content-Based Image Retrieval
- Optical Flow
- 3D Mapping
- Depth Estimation
- Feature Matching
- Deep Learning
- Local Descriptors
- Unsupervised Learning
- SLAM
- Stereo Vision
- Shape Matching
- Camera Calibration
- Autofocusing
- Image Synthesis
- Object Tracking
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
- Deep Learning243 topics
- Feature Matching191 topic
- Local Descriptors191 topic
- Depth Estimation142 topics
- Unsupervised Learning142 topics
- 3D Mapping121 topic
- SLAM121 topic
- Optical Flow111 topic
- Stereo Vision111 topic
- Content-Based Image Retrieval101 topic
- Shape Matching101 topic
- Neural Networks62 topics
- Camera Calibration41 topic
- Structured Light41 topic
- Autofocusing31 topic
- Generative Adversarial Networks31 topic
- Image Synthesis31 topic
- Microscopy31 topic
- Object Tracking21 topic
- Visual Tracking21 topic
Where does Michal Perďoch work?
Michal Perďoch's main affiliation in the publication record is Czech Technical University in Prague, Czechia.
How many publications and citations does Michal Perďoch have?
OpenAlex counts 28 works and 1,857 citations for Michal Perďoch, an h-index of 21, ranking #375,299 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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