Ondřej Chum
Ondřej Chum publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Aerospace Engineering, on topics such as Advanced Image and Video Retrieval Techniques, Image Retrieval and Classification Techniques and Advanced Vision and Imaging.
- World rank
- #15,373 of 1,633,909 ranked researchers
- Rank in Czechia
- #21 of 9,029
- Works
- 43
- Citations
- 1.2k
- Citations per work
- 27.1
What does Ondřej Chum 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 Recognition69% of their works
- 2Artificial Intelligence13% of their works
- 3Aerospace Engineering8% of their works
- 4General Health Professions5% of their works
- 5Philosophy3% of their works
- 6Media Technology3% of their works
Research topics
- Advanced Image and Video Retrieval Techniques
- Image Retrieval and Classification Techniques
- Advanced Vision and Imaging
- Multimodal Machine Learning Applications
- Robotics and Sensor-Based Localization
- Domain Adaptation and Few-Shot Learning
- Speech Recognition and Synthesis
- Machine Learning and Data Classification
Which keywords describe Ondřej Chum's research?
The keywords of their largest research topics: Deep Learning, Feature Matching, Local Descriptors, Content-Based Image Retrieval, Shape Matching, Unsupervised Learning, 3D Mapping and Depth Estimation.
- Speaker Verification
- Hyperparameter Optimization
- Transfer Learning
- Deep Neural Networks
- Stereo Vision
- Meta-Learning
- Depth Estimation
- Unsupervised Learning
- Content-Based Image Retrieval
- Feature Matching
- Deep Learning
- Local Descriptors
- Shape Matching
- 3D Mapping
- Image Captioning
- SLAM
- Visual Question Answering
- Domain Adaptation
- Acoustic Modeling
- Noisy Labels
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 Learning132 topics
- Feature Matching101 topic
- Local Descriptors101 topic
- Content-Based Image Retrieval61 topic
- Shape Matching61 topic
- Unsupervised Learning52 topics
- 3D Mapping31 topic
- Depth Estimation31 topic
- Image Captioning31 topic
- Meta-Learning32 topics
- SLAM31 topic
- Stereo Vision31 topic
- Visual Question Answering31 topic
- Deep Neural Networks22 topics
- Domain Adaptation21 topic
- Transfer Learning21 topic
- Acoustic Modeling11 topic
- Hyperparameter Optimization11 topic
- Noisy Labels11 topic
- Speaker Verification11 topic
Where does Ondřej Chum work?
Ondřej Chum's main affiliation in the publication record is Czech Technical University in Prague, Czechia.
How many publications and citations does Ondřej Chum have?
Science Explorer counts 43 works and 1,165 citations for Ondřej Chum, ranking #15,373 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.
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