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M. Galar

12 papers hereh-index 356.1k citations135 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3
  • last author9

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.CV8
  • cs.LG4

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedMetrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition

64 citations · 179 across the 10 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

cs.CV2022★ 14 cited

Gender Stereotyping Impact in Facial Expression Recognition

Iris Dominguez-Catena, Daniel Paternain, Mikel Galar

Facial Expression Recognition (FER) uses images of faces to identify the emotional state of users, allowing for a closer interaction between humans and autonomous systems. Unfortun…

cs.CV2022

Verification system based on long-range iris and Graph Siamese Neural Networks

Francesco Zola, Jose Alvaro Fernandez-Carrasco, Jan Lukas Bruse +2

Biometric systems represent valid solutions in tasks like user authentication and verification, since they are able to analyze physical and behavioural features with high precision…

cs.CV2022★ 4 cited

Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression Recognition

Iris Dominguez-Catena, Daniel Paternain, Mikel Galar

The increasing amount of applications of Artificial Intelligence (AI) has led researchers to study the social impact of these technologies and evaluate their fairness. Unfortunatel…

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