Siwei Lyu
Impact in
- Computer Vision and Pattern Recognition top 0.05%
- Digital Media Forensic Detection
- Generative Adversarial Networks and Image Synthesis
- Advanced Steganography and Watermarking Techniques
- Face recognition and analysis
- Video Surveillance and Tracking Methods
- Advanced Image Processing Techniques
- Media Technology top 0.5%
- Image Processing Techniques and Applications
Papers in
-
- Digital Media Forensic Detection 50
- Generative Adversarial Networks and Image Synthesis 38
- Face recognition and analysis 24
- Advanced Neural Network Applications 23
- Video Surveillance and Tracking Methods 23
- Advanced Image Processing Techniques 22
-
- Anomaly Detection Techniques and Applications 29
- Adversarial Robustness in Machine Learning 22
- Co-authors
- Yuezun Li (28 shared papers)Hany Farid (8 shared papers)Xunyu Pan (7 shared papers)Honggang Qi (22 shared papers)Ming‐Ching Chang (32 shared papers)Xin Yang (2 shared papers)Pu Sun (9 shared papers)Xin Yang (1 shared paper)
- Journals
- IEEE Transactions on Information Forensics and Security (5 papers)Computer Vision and Image Understanding (5 papers)International Journal of Computer Vision (4 papers)Pattern Recognition (4 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (4 papers)
- Partner nations
- United StatesChinaHong Kong
In The Last Decade
Siwei Lyu
177 papers receiving 7.1k citations
Siwei Lyu's Hit Papers
Peers
Comparison fields: 5 of 150
- Computer Vision and Pattern Recognition 6.3k
- Media Technology 770
- Artificial Intelligence 2.0k
- Signal Processing 630
- Biophysics 268
Countries citing papers authored by Siwei Lyu
This map shows the geographic impact of Siwei Lyu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Siwei Lyu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Siwei Lyu more than expected).
Fields of papers citing papers by Siwei Lyu
This network shows the impact of papers produced by Siwei Lyu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Siwei Lyu. The network helps show where Siwei Lyu may publish in the future.
Co-authors
The 25 scholars most cited alongside Siwei Lyu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 193 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics Hit paper breakdown → | 2020 | 899 |
| 2 | Exposing Deep Fakes Using Inconsistent Head Poses Hit paper breakdown → | 2019 | 644 |
| 3 | In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking Hit paper breakdown → | 2018 | 559 |
| 4 | UA-DETRAC: A new benchmark and protocol for multi-object detection and tracking Hit paper breakdown → | 2020 | 383 |
| 5 | 2010 | 301 | |
| 6 | 2006 | 259 | |
| 7 | 2005 | 197 | |
| 8 | 2005 | 182 | |
| 9 | 2019 | 182 | |
| 10 | 2003 | 154 | |
| 11 | 2013 | 150 | |
| 12 | 2004 | 119 | |
| 13 | Exposing DeepFake Videos By Detecting Face Warping Artifacts | 2018 | 119 |
| 14 | 2004 | 115 | |
| 15 | 2021 | 101 | |
| 16 | 2005 | 98 | |
| 17 | 2017 | 91 | |
| 18 | 2021 | 88 | |
| 19 | 2008 | 86 | |
| 20 | 2010 | 82 |
About Siwei Lyu
Siwei Lyu is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Signal Processing, Media Technology and Cognitive Neuroscience, having authored 193 papers that have together received 7.5k indexed citations. Recurring topics across this work include Digital Media Forensic Detection (50 papers), Generative Adversarial Networks and Image Synthesis (38 papers), Anomaly Detection Techniques and Applications (29 papers), Face recognition and analysis (24 papers), Advanced Neural Network Applications (23 papers), Video Surveillance and Tracking Methods (23 papers), Adversarial Robustness in Machine Learning (22 papers) and Advanced Image Processing Techniques (22 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (6.3k citations), Media Technology (770 citations), Artificial Intelligence (2.0k citations), Signal Processing (630 citations) and Biophysics (268 citations). Siwei Lyu has collaborated with scholars based in United States, China and Hong Kong. Frequent co-authors include Yuezun Li, Hany Farid, Xunyu Pan, Honggang Qi, Ming‐Ching Chang, Xin Yang, Pu Sun, Xin Yang, Longyin Wen and Eero P. Simoncelli. Their work appears in journals such as IEEE Transactions on Information Forensics and Security, Computer Vision and Image Understanding, International Journal of Computer Vision, Pattern Recognition and IEEE Transactions on Pattern Analysis and Machine Intelligence.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.