Emmanuel Ovalle Magallanes

Emmanuel Ovalle Magallanes

PhD Student in Ingeniering Division

Universidad de Guanajuato

Biography

I’m Emmanuel Ovalle, a PhD. student at Universidad de Guanajuato (Ingeniering Division). My research interests include computer vision, image processing, optimization with and without restrictions and machine learning applied on medical image analysis and mobile robotics.

I’m advised by Juan Gabriel Aviña Cervantes and Iván Cruz Aceves.

Interests
  • Computer Vision
  • Medical Image Analysis
  • Mobile Robotics
  • Numerical Optimization
  • Deep learning
  • Quantum Machine Learning
Education
  • PhD Student, 2019

    Universidad de Guanajuato

  • MSc in Computer Science and Industrial Mathematics, 2016

    Centro de Investigación en Matemáticas

  • BSc in Computer Science Engineering, 2014

    Universidad Autónoma de Zacatecas

Recent Publications

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(2022). Improving convolutional neural network learning based on a hierarchical bezier generative model for stenosis detection in X-ray images.

DOI