Gianfranco Doretto
Gianfranco Doretto publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Aerospace Engineering, on topics such as Advanced Vision and Imaging, Video Surveillance and Tracking Methods and Anomaly Detection Techniques and Applications.
- World rank
- #83,962 of 1,633,909 ranked researchers
- Rank in United States
- #37,276 of 358,040
- Works
- 32
- Citations
- 253
- Citations per work
- 7.9
What does Gianfranco Doretto 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 Recognition56% of their works
- 2Artificial Intelligence22% of their works
- 3Aerospace Engineering7% of their works
- 4Electrical and Electronic Engineering4% of their works
- 5Computer Graphics and Computer-Aided Design4% of their works
- 6Media Technology4% of their works
Research topics
- Advanced Vision and Imaging
- Video Surveillance and Tracking Methods
- Anomaly Detection Techniques and Applications
- Advanced Image and Video Retrieval Techniques
- Robotics and Sensor-Based Localization
- Advanced Graph Neural Networks
- Domain Adaptation and Few-Shot Learning
- Stochastic Gradient Optimization Techniques
Which keywords describe Gianfranco Doretto's research?
The keywords of their largest research topics: Deep Learning, Unsupervised Learning, Depth Estimation, Neural Networks, Object Tracking, Stereo Vision, Visual Tracking and 3D Mapping.
- Stochastic Gradient Descent
- Knowledge Graph Embedding
- Domain Adaptation
- Semi-Supervised Learning
- Representation Learning
- Feature Matching
- 3D Mapping
- Stereo Vision
- Neural Networks
- Unsupervised Learning
- Deep Learning
- Depth Estimation
- Object Tracking
- Visual Tracking
- Anomaly Detection
- Local Descriptors
- SLAM
- Unsupervised
- Graph Neural Networks
- Random Projections
- Transfer Learning
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 Learning95 topics
- Unsupervised Learning42 topics
- Depth Estimation31 topic
- Neural Networks32 topics
- Object Tracking31 topic
- Stereo Vision31 topic
- Visual Tracking31 topic
- 3D Mapping21 topic
- Anomaly Detection21 topic
- Feature Matching21 topic
- Local Descriptors21 topic
- Representation Learning22 topics
- SLAM21 topic
- Semi-Supervised Learning22 topics
- Unsupervised21 topic
- Domain Adaptation11 topic
- Graph Neural Networks11 topic
- Knowledge Graph Embedding11 topic
- Random Projections11 topic
- Stochastic Gradient Descent11 topic
- Transfer Learning11 topic
Where does Gianfranco Doretto work?
Gianfranco Doretto's main affiliation in the publication record is West Virginia University, United States.
How many publications and citations does Gianfranco Doretto have?
Science Explorer counts 32 works and 253 citations for Gianfranco Doretto, ranking #83,962 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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