Kevin McGuinness
Kevin McGuinness publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Biomedical Engineering, on topics such as Advanced Image and Video Retrieval Techniques, Multimodal Machine Learning Applications and Video Analysis and Summarization.
- World rank
- #493,742 of 1,633,909 ranked researchers
- Rank in Ireland
- #1,504 of 4,477
- Works
- 62
- Citations
- 225
- Citations per work
- 3.6
What does Kevin McGuinness 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 Recognition44% of their works
- 2Artificial Intelligence15% of their works
- 3Biomedical Engineering5% of their works
- 4Rheumatology5% of their works
- 5Pharmacology2% of their works
- 6Cognitive Neuroscience2% of their works
Research topics
- Advanced Image and Video Retrieval Techniques
- Multimodal Machine Learning Applications
- Video Analysis and Summarization
- Advanced Neural Network Applications
- Machine Learning and Data Classification
- Human Pose and Action Recognition
- Anomaly Detection Techniques and Applications
- Domain Adaptation and Few-Shot Learning
Which keywords describe Kevin McGuinness's research?
The keywords of their largest research topics: Deep Learning, Feature Matching, Local Descriptors, Neural Networks, Content-Based Retrieval, Image Captioning, Video Summarization and Visual Question Answering.
- Transfer Learning
- Anomaly Detection
- Noisy Labels
- Action Recognition
- Convolutional Neural Networks
- Visual Question Answering
- Image Captioning
- Neural Networks
- Feature Matching
- Deep Learning
- Local Descriptors
- Content-Based Retrieval
- Video Summarization
- Meta-Learning
- Image Recognition
- Hyperparameter Optimization
- Pose Estimation
- Domain Adaptation
- Unsupervised
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 Learning255 topics
- Feature Matching101 topic
- Local Descriptors101 topic
- Neural Networks82 topics
- Content-Based Retrieval61 topic
- Image Captioning61 topic
- Video Summarization61 topic
- Visual Question Answering61 topic
- Meta-Learning52 topics
- Convolutional Neural Networks41 topic
- Image Recognition41 topic
- Action Recognition31 topic
- Hyperparameter Optimization31 topic
- Noisy Labels31 topic
- Pose Estimation31 topic
- Anomaly Detection21 topic
- Domain Adaptation21 topic
- Transfer Learning21 topic
- Unsupervised21 topic
Where does Kevin McGuinness work?
Kevin McGuinness's main affiliation in the publication record is Dublin City University, Ireland.
How many publications and citations does Kevin McGuinness have?
Science Explorer counts 62 works and 225 citations for Kevin McGuinness, ranking #493,742 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.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.