César Martínez

  • Associate Professor, Department of Informatics, FICH-UNL
  • Adjunct Professor, Department of Bioengineering, Universidad Nacional de Entre Ríos

Research Interests

  • Machine learning: hidden Markov models and neural networks
  • Speech analysis and recognition
  • Image processing
  • Biometrics

Technology Transfer

– Software registration: H. Laforcada, D.H. Milone, H.L. Rufiner, A. Sigura, “Software for voice analysis in phoniatrics rehabilitation”, Direccion Nacional de Derecho de Autor Expediente No 540143, 2006.

– Scientific Corpus Registration: L. Aronson, P. Estienne, D.H. Milone, C.E. Martínez, H.L. Rufiner, M.E. Torres, “Corpus for the evaluation of patients with auditory prosthesis (BEPPA)”, Direccion Nacional de Derecho de Autor Expediente No 347522, 2006.

Teaching

Graduate courses:

  • Digital Image Processing and Analysis

 

Undergraduate courses on Engineering Informatics:

Advisor of

Latest Publicactions

Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders
  • A. Larrazabal
  • C. E. Martínez
  • B. Glocker
  • E. Ferrante

IEEE Transactions on Medical Imaging - 2020

Diseño y desarrollo de una herramienta de segmentación automática de cromosomas (Undergraduate project)
  • Sebastíán Fenoglio
  • C. E. Martínez
  • M. Gerard

Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2019

Método integral de segmentación automática de cromosomas basado en Redes Neuronales Profundas
  • Sebastíán Fenoglio
  • C. E. Martínez
  • M. Gerard

Simposio Argentino de Imágenes y Visión (SAIV). 48 Jornadas Argentinas de Informática (JAIIO) - UNSa - 2019

Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders
  • A. Larrazabal
  • C. E. Martínez
  • E. Ferrante

MICCAI 2019: International Conference on Medical Image Computing and Computer-Assisted Intervention - 2019

A Brief Analysis of U-Net and Mask R-CNN for Skin Lesion Segmentation
  • E. Alfaro
  • X. Bolaños Fonseca
  • E. M. Albornoz
  • C. E. Martínez
  • S. Calderón Ramírez

IEEE International Work Conference on Bioinspired Intelligence (IWOBI 2019) - 2019

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