Giovanni Maria Farinella
Giovanni Maria Farinella publishes mostly in Computer Vision and Pattern Recognition, Human-Computer Interaction and Artificial Intelligence, on topics such as Video Surveillance and Tracking Methods, Human Pose and Action Recognition and Visual Attention and Saliency Detection.
- World rank
- #224,601 of 1,633,909 ranked researchers
- Rank in Italy
- #6,884 of 65,712
- Works
- 78
- Citations
- 414
- Citations per work
- 5.3
What does Giovanni Maria Farinella 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 Recognition49% of their works
- 2Human-Computer Interaction5% of their works
- 3Artificial Intelligence4% of their works
- 4Aerospace Engineering4% of their works
- 5Biomedical Engineering3% of their works
- 6Information Systems3% of their works
Research topics
- Video Surveillance and Tracking Methods
- Human Pose and Action Recognition
- Visual Attention and Saliency Detection
- Image Retrieval and Classification Techniques
- Multimodal Machine Learning Applications
- Advanced Image and Video Retrieval Techniques
- Advanced Neural Network Applications
- Video Analysis and Summarization
Which keywords describe Giovanni Maria Farinella's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Convolutional Neural Networks, Action Recognition, Object Tracking, Pose Estimation, Saliency Detection and Visual Attention.
- Object Detection
- Content-Based Retrieval
- Feature Matching
- Image Captioning
- Content-Based Image Retrieval
- Visual Attention
- Pose Estimation
- Action Recognition
- Neural Networks
- Deep Learning
- Convolutional Neural Networks
- Object Tracking
- Saliency Detection
- Visual Tracking
- Shape Matching
- Visual Question Answering
- Local Descriptors
- Image Recognition
- Video Summarization
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 Learning336 topics
- Neural Networks122 topics
- Convolutional Neural Networks102 topics
- Action Recognition71 topic
- Object Tracking71 topic
- Pose Estimation71 topic
- Saliency Detection71 topic
- Visual Attention71 topic
- Visual Tracking71 topic
- Content-Based Image Retrieval61 topic
- Shape Matching61 topic
- Image Captioning51 topic
- Visual Question Answering51 topic
- Feature Matching41 topic
- Local Descriptors41 topic
- Content-Based Retrieval31 topic
- Image Recognition31 topic
- Object Detection31 topic
- Video Summarization31 topic
Where does Giovanni Maria Farinella work?
Giovanni Maria Farinella's main affiliation in the publication record is University of Catania, Italy.
How many publications and citations does Giovanni Maria Farinella have?
Science Explorer counts 78 works and 414 citations for Giovanni Maria Farinella, ranking #224,601 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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