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 Robotics and Sensor-Based Localization.
- World rank
- #59,812 of 7,710,434 ranked researchers
- Rank in Czechia
- #87 of 39,303
- Works
- 128
- Citations
- 20k
- Citations per work
- 159.0
What does Ondřej Chum research?
Ondřej Chum's work is mostly in Computer Science (78%), Engineering (14%), Earth and Planetary Sciences (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 Sciences11993.0%
- Computer Science10078.3%
- Engineering1813.9%
- Earth and Planetary Sciences10.8%
- Everything else97.0%
- 1Computer Vision and Pattern Recognition65% of their works
- 2Artificial Intelligence12% of their works
- 3Aerospace Engineering10% of their works
- 4Media Technology4% of their works
- 5Signal Processing1% of their works
- 6Geology1% of their works
Research topics
- Advanced Image and Video Retrieval Techniques
- Image Retrieval and Classification Techniques
- Robotics and Sensor-Based Localization
- Advanced Vision and Imaging
- Multimodal Machine Learning Applications
- Domain Adaptation and Few-Shot Learning
- Advanced Neural Network Applications
- Video Surveillance and Tracking Methods
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 SLAM.
- Object Tracking
- Image Recognition
- Domain Adaptation
- Visual Question Answering
- Stereo Vision
- SLAM
- Unsupervised Learning
- Content-Based Image Retrieval
- Feature Matching
- Deep Learning
- Local Descriptors
- Shape Matching
- 3D Mapping
- Depth Estimation
- Image Captioning
- Convolutional Neural Networks
- Transfer Learning
- Object Detection
- Visual 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 19 words, with their numbers
- Deep Learning1334 topics
- Feature Matching921 topic
- Local Descriptors921 topic
- Content-Based Image Retrieval461 topic
- Shape Matching461 topic
- Unsupervised Learning412 topics
- 3D Mapping371 topic
- SLAM371 topic
- Depth Estimation241 topic
- Stereo Vision241 topic
- Image Captioning211 topic
- Visual Question Answering211 topic
- Convolutional Neural Networks202 topics
- Domain Adaptation171 topic
- Transfer Learning171 topic
- Image Recognition111 topic
- Object Detection111 topic
- Object Tracking91 topic
- Visual Tracking91 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?
OpenAlex counts 128 works and 20,353 citations for Ondřej Chum, an h-index of 40, ranking #59,812 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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