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Vítor Albiero

Graduate Research Assistant

University of Notre Dame

Who am I?

I am a graduate research assistant at the University at Notre Dame working with Dr. Kevin W. Bowyer at the Computer Vision Research Lab (CVRL). My research includes computer vision, machine learning and biometrics. My current projects are mainly focused on face recognition, where the main goal is to understand and improve the accuracy across different demographic groups in deep learning methods. My previous research at the IMAGO UFPR lab focused on detecting facial expressions using Action Units with varying head poses.

I spend my free time practicing a variety of team sports, as well as inline skating. I like to play videogames, specially the ones with campaign modes. I am also an amateur drummer who play songs from classic rock to metal.

Interests

  • Computer Vision
  • Machine Learning
  • Biometrics

Education

  • PhD in Computer Science and Engineering, Present

    University of Notre Dame

  • MSc in Computer Science, 2018

    Federal University of Paraná - Brazil

  • BSc in Computer Science, 2015

    University of West Santa Catarina - Brazil

Recent Publications

img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation

We propose real-time, six degrees of freedom (6DoF), 3D face pose estimation without face detection or landmark localization. We …

Is Face Recognition Sexist? No, Gendered Hairstyles and Biology Are

Recent news articles have accused face recognition of being “biased”, “sexist” or “racist”. There …

How Does Gender Balance In Training Data Affect Face Recognition Accuracy?

Deep learning methods have greatly increased the accuracy of face recognition, but an old problem still persists- accuracy is usually …

Analysis of Gender Inequality In Face Recognition Accuracy

We present a comprehensive analysis of how and why face recognition accuracy differs between men and women. We show that accuracy is …

Issues Related to Face Recognition Accuracy Varying Based on Race and Skin Tone

Face recognition technology has recently become controversial over concerns about possible bias due to accuracy varying based on race …

Experience

 
 
 
 
 

Research Intern

Facebook

Jun 2020 – Sep 2020 Menlo Park, CA
 
 
 
 
 

Graduate Research Assistant

University of Notre Dame

Aug 2018 – Present Notre Dame, IN
 
 
 
 
 

System Analyst

Cia Olsen de Tratores Agro Industrial

Apr 2013 – Jul 2018 Brazil
 
 
 
 
 

Internship

Cia Olsen de Tratores Agro Industrial

Aug 2012 – Apr 2013 Brazil
 
 
 
 
 

Computer Technician

Online Informática

Oct 2010 – Aug 2012 Brazil

Contact

  • +1 (574) 314-4237
  • Fitzpatrick Hall of Engineering, Notre Dame, IN, 46637, United States
  • Room 150