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Researcher · National Centre of Scientific Research "Demokritos" · Greece

Stavros J. Perantonis

Stavros J. Perantonis publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing, on topics such as Image Retrieval and Classification Techniques, Handwritten Text Recognition Techniques and Neural Networks and Applications.

OpenAlex
World rank
#721,168
of 7,710,434 ranked researchers
Rank in Greece
#2,679
of 33,280
Works
168
Citations
4.7k
Citations per work
27.8
h-index
35
i10-index 74Top 3.4% in Computer Vision and Pattern Recognition
Stavros J. Perantonis

What does Stavros J. Perantonis research?

Stavros J. Perantonis's work is mostly in Computer Science (62%), Physics and Astronomy (5%), Neuroscience (3%).

Physical Sciences: 118 works · 70.0% of their workComputer Science: 104 works · 61.9% of their workComputer Vision and Pattern Recognition: 65 works · 38.8% of their workArtificial Intelligence: 26 works · 15.7% of their workSignal Processing: 12 works · 7.4% of their workPhysics and Astronomy: 8 works · 5.0% of their workNuclear and High Energy Physics: 8 works · 5.0% of their workEngineering: 5 works · 3.1% of their workMedia Technology: 5 works · 3.1% of their workEverything else: 45 works · 26.7% of their workLife Sciences: 6 works · 3.3% of their workNeuroscience: 6 works · 3.3% of their workCognitive Neuroscience: 6 works · 3.3% of their workTHEIR WORKStavros J.Perantonis168works
Life Sciences3%Physical Sciences70%

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
    1. Computer Science10461.9%
    2. Physics and Astronomy85.0%
    3. Engineering53.1%
  2. Everything else4526.7%
    1. Neuroscience63.3%
  1. 1Computer Vision and Pattern Recognition39% of their works
  2. 2Artificial Intelligence16% of their works
  3. 3Signal Processing7% of their works
  4. 4Nuclear and High Energy Physics5% of their works
  5. 5Cognitive Neuroscience3% of their works
  6. 6Media Technology3% of their works

Research topics

Which keywords describe Stavros J. Perantonis's research?

The keywords of their largest research topics: Deep Learning, Neural Networks, Convolutional Neural Networks, Content-Based Image Retrieval, Shape Matching, Handwriting Recognition, Text Detection and Backpropagation 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 19 words, with their numbers
  1. Deep Learning673 topics
  2. Neural Networks662 topics
  3. Convolutional Neural Networks502 topics
  4. Content-Based Image Retrieval391 topic
  5. Shape Matching391 topic
  6. Handwriting Recognition351 topic
  7. Text Detection351 topic
  8. Backpropagation Learning311 topic
  9. Self-Organizing Maps311 topic
  10. Fragmented Objects231 topic
  11. Reconstruction231 topic
  12. Feature Matching211 topic
  13. Local Descriptors211 topic
  14. Audio Signal Classification151 topic
  15. Music Information Retrieval151 topic
  16. Content-Based Retrieval121 topic
  17. Video Summarization121 topic
  18. Hough Transform101 topic
  19. Line Detection101 topic

Where does Stavros J. Perantonis work?

Stavros J. Perantonis's main affiliation in the publication record is National Centre of Scientific Research "Demokritos", Greece.

How many publications and citations does Stavros J. Perantonis have?

OpenAlex counts 168 works and 4,662 citations for Stavros J. Perantonis, an h-index of 35, ranking #721,168 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.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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