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Researcher · University of California, Merced · United States

Miguel Á. Carreira-Perpiñán

Miguel Á. Carreira-Perpiñán publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Computer Networks and Communications, on topics such as Advanced Image and Video Retrieval Techniques, Adversarial Robustness in Machine Learning and Explainable Artificial Intelligence (XAI).

ORCID 0000-0003-3297-9375 OpenAlex
World rank
#146,413
of 1,633,909 ranked researchers
Rank in United States
#61,587
of 358,040
Works
34
Citations
323
Citations per work
9.5

What does Miguel Á. Carreira-Perpiñán research?

Artificial Intelligence: 27.3%Computer Vision and Pattern Recognition: 27.3%Computer Networks and Communications: 10.9%Signal Processing: 5.5%other fields: 29.0%27%top field
Artificial Intelligence27.3%Computer Vision and Pattern Recognition27.3%Computer Networks and Communications10.9%Signal Processing5.5%other fields29.0%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Artificial Intelligence27% of their works
  2. 2Computer Vision and Pattern Recognition27% of their works
  3. 3Computer Networks and Communications11% of their works
  4. 4Signal Processing6% of their works
  5. 5Cognitive Neuroscience4% of their works
  6. 6Media Technology4% of their works

Research topics

Which keywords describe Miguel Á. Carreira-Perpiñán's research?

The keywords of their largest research topics: Deep Learning, Deep Neural Networks, Feature Matching, Local Descriptors, Adversarial Examples, Depth Estimation, Energy-Efficient Protocols and Hyperparameter Optimization.

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
  1. Deep Learning94 topics
  2. Deep Neural Networks42 topics
  3. Feature Matching31 topic
  4. Local Descriptors31 topic
  5. Adversarial Examples21 topic
  6. Depth Estimation21 topic
  7. Energy-Efficient Protocols21 topic
  8. Hyperparameter Optimization21 topic
  9. Image Segmentation21 topic
  10. Interpretable Models21 topic
  11. Machine Learning Interpretability21 topic
  12. Medical Image Analysis21 topic
  13. Noisy Labels21 topic
  14. Object Tracking21 topic
  15. Robustness21 topic
  16. Stereo Vision21 topic
  17. Visual Tracking21 topic
  18. Wireless Sensor Networks21 topic

Where does Miguel Á. Carreira-Perpiñán work?

Miguel Á. Carreira-Perpiñán's main affiliation in the publication record is University of California, Merced, United States.

How many publications and citations does Miguel Á. Carreira-Perpiñán have?

Science Explorer counts 34 works and 323 citations for Miguel Á. Carreira-Perpiñán, ranking #146,413 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.