Siwei Lyu
Siwei Lyu publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing, on topics such as Generative Adversarial Networks and Image Synthesis, Digital Media Forensic Detection and Video Surveillance and Tracking Methods.
- World rank
- #70,969 of 1,633,909 ranked researchers
- Rank in United States
- #31,914 of 358,040
- Works
- 96
- Citations
- 843
- Citations per work
- 8.8
What does Siwei Lyu 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 Recognition54% of their works
- 2Artificial Intelligence21% of their works
- 3Signal Processing4% of their works
- 4Aerospace Engineering3% of their works
- 5Media Technology2% of their works
- 6Human-Computer Interaction1% of their works
Research topics
- Generative Adversarial Networks and Image Synthesis
- Digital Media Forensic Detection
- Video Surveillance and Tracking Methods
- Face recognition and analysis
- Advanced Image and Video Retrieval Techniques
- Anomaly Detection Techniques and Applications
- Adversarial Robustness in Machine Learning
- Advanced Neural Network Applications
Which keywords describe Siwei Lyu's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Convolutional Neural Networks, Generative Adversarial Networks, Image Synthesis, Digital Forensics, Image Forgery Detection and Face Recognition.
- Object Detection
- Adversarial Examples
- Anomaly Detection
- Feature Matching
- Object Tracking
- Face Recognition
- Digital Forensics
- Generative Adversarial Networks
- Neural Networks
- Deep Learning
- Convolutional Neural Networks
- Image Synthesis
- Image Forgery Detection
- Facial Landmark Detection
- Visual Tracking
- Local Descriptors
- Unsupervised
- Image Recognition
- Robustness
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 Learning588 topics
- Neural Networks223 topics
- Convolutional Neural Networks203 topics
- Generative Adversarial Networks131 topic
- Image Synthesis131 topic
- Digital Forensics101 topic
- Image Forgery Detection101 topic
- Face Recognition81 topic
- Facial Landmark Detection81 topic
- Object Tracking81 topic
- Visual Tracking81 topic
- Feature Matching61 topic
- Local Descriptors61 topic
- Anomaly Detection51 topic
- Unsupervised51 topic
- Adversarial Examples41 topic
- Image Recognition41 topic
- Object Detection41 topic
- Robustness41 topic
Where does Siwei Lyu work?
Siwei Lyu's main affiliation in the publication record is University at Albany, State University of New York, United States.
How many publications and citations does Siwei Lyu have?
Science Explorer counts 96 works and 843 citations for Siwei Lyu, ranking #70,969 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.