Martin Danelljan
Martin Danelljan publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Aerospace Engineering, on topics such as Video Surveillance and Tracking Methods, Domain Adaptation and Few-Shot Learning and Multimodal Machine Learning Applications.
- World rank
- #20,722 of 1,633,909 ranked researchers
- Rank in Switzerland
- #514 of 19,404
- Works
- 60
- Citations
- 942
- Citations per work
- 15.7
What does Martin Danelljan 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 Recognition59% of their works
- 2Artificial Intelligence19% of their works
- 3Aerospace Engineering5% of their works
- 4Computational Mechanics2% of their works
- 5Safety, Risk, Reliability and Quality2% of their works
- 6Molecular Biology1% of their works
Research topics
- Video Surveillance and Tracking Methods
- Domain Adaptation and Few-Shot Learning
- Multimodal Machine Learning Applications
- Advanced Image and Video Retrieval Techniques
- Advanced Vision and Imaging
- Generative Adversarial Networks and Image Synthesis
- Visual Attention and Saliency Detection
- Advanced Neural Network Applications
Which keywords describe Martin Danelljan's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Unsupervised Learning, Convolutional Neural Networks, Representation Learning, Object Tracking, Visual Tracking and Domain Adaptation.
- Image Recognition
- Stereo Vision
- Local Descriptors
- Generative Adversarial Networks
- Depth Estimation
- Transfer Learning
- Domain Adaptation
- Object Tracking
- Convolutional Neural Networks
- Neural Networks
- Deep Learning
- Unsupervised Learning
- Representation Learning
- Visual Tracking
- Image Captioning
- Visual Question Answering
- Feature Matching
- Image Synthesis
- Saliency Detection
- Visual Attention
- Object Detection
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 21 words, with their numbers
- Deep Learning346 topics
- Neural Networks163 topics
- Unsupervised Learning163 topics
- Convolutional Neural Networks132 topics
- Representation Learning112 topics
- Object Tracking91 topic
- Visual Tracking91 topic
- Domain Adaptation61 topic
- Image Captioning61 topic
- Transfer Learning61 topic
- Visual Question Answering61 topic
- Depth Estimation51 topic
- Feature Matching51 topic
- Generative Adversarial Networks51 topic
- Image Synthesis51 topic
- Local Descriptors51 topic
- Saliency Detection51 topic
- Stereo Vision51 topic
- Visual Attention51 topic
- Image Recognition41 topic
- Object Detection41 topic
Where does Martin Danelljan work?
Martin Danelljan's main affiliation in the publication record is ETH Zurich, Switzerland.
How many publications and citations does Martin Danelljan have?
Science Explorer counts 60 works and 942 citations for Martin Danelljan, ranking #20,722 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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