Vignesh Sampath
Vignesh Sampath publishes mostly in Computer Vision and Pattern Recognition, Mechanical Engineering and Industrial and Manufacturing Engineering, on topics such as Generative Adversarial Networks and Image Synthesis, Digital Media Forensic Detection and Industrial Vision Systems and Defect Detection.
- World rank
- #1,819,060 of 7,710,434 ranked researchers
- Rank in Spain
- #38,606 of 204,306
- Works
- 23
- Citations
- 635
- Citations per work
- 27.6
What does Vignesh Sampath research?
Vignesh Sampath's work is mostly in Computer Science (30%), Engineering (30%), Materials Science (9%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences1669.7%
- Computer Science730.3%
- Engineering730.3%
- Materials Science29.1%
- Everything else730.3%
- 1Computer Vision and Pattern Recognition24% of their works
- 2Mechanical Engineering14% of their works
- 3Industrial and Manufacturing Engineering11% of their works
- 4Materials Chemistry9% of their works
- 5Computational Mechanics6% of their works
- 6Artificial Intelligence6% of their works
Research topics
- Generative Adversarial Networks and Image Synthesis
- Digital Media Forensic Detection
- Industrial Vision Systems and Defect Detection
- Anomaly Detection Techniques and Applications
- Advanced Neural Network Applications
- Machine Learning in Materials Science
- Biomedical and Engineering Education
- Fluid Dynamics Simulations and Interactions
Which keywords describe Vignesh Sampath's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Digital Forensics, Fabric Defect Detection, Generative Adversarial Networks, Image Forgery Detection, Image Synthesis and Machine Vision.
- Smoothed Particle Hydrodynamics
- Hackathons
- Unsupervised
- Machine Learning
- Convolutional Neural Networks
- Machine Vision
- Image Forgery Detection
- Fabric Defect Detection
- Neural Networks
- Deep Learning
- Digital Forensics
- Generative Adversarial Networks
- Image Synthesis
- Anomaly Detection
- Image Recognition
- Materials Informatics
- Biomedical Engineering
- SPH Method
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 18 words, with their numbers
- Deep Learning235 topics
- Neural Networks92 topics
- Digital Forensics51 topic
- Fabric Defect Detection51 topic
- Generative Adversarial Networks51 topic
- Image Forgery Detection51 topic
- Image Synthesis51 topic
- Machine Vision51 topic
- Anomaly Detection41 topic
- Convolutional Neural Networks41 topic
- Image Recognition41 topic
- Machine Learning41 topic
- Materials Informatics41 topic
- Unsupervised41 topic
- Biomedical Engineering21 topic
- Hackathons21 topic
- SPH Method21 topic
- Smoothed Particle Hydrodynamics21 topic
Where does Vignesh Sampath work?
Vignesh Sampath's main affiliation in the publication record is Tekniker, Spain.
How many publications and citations does Vignesh Sampath have?
OpenAlex counts 23 works and 635 citations for Vignesh Sampath, an h-index of 8, ranking #1,819,060 of 7,710,434 researchers worldwide on the quality 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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