Santiago VELASCO-FORERO

Portrait of Velasco 

Ph.D. / HDR
Permanent Researcher (Chargé de recherche)
Centre for Mathematical Morphology
MINES ParisTech
PSL Research University
France

I joined the Center for Mathematical Morphology of MINES ParisTech in October 2014. I have worked as a post-doc researcher at ITWM, which is part of the Fraunhofer Institute in Germany, and at the National University of Singapore (NUS).

Publications

Complete List of Publications

Ph.D. Students

PostDoctoral Researchers

News

  • (01-04-2018) Dr. Ulrike Kuchner from University of Viena is now a postdoc researcher at CMM working on applications of Deep Learning for Astronomy.

Contact

  • velasco at cmm dot ensmp dot fr

  • Office telephone: (+33) 1 64 69 47 06

  • Office: B-205 (Directions)

Research interests

I am interested in collaborating with mathematicians, statisticians, scientists and engineers on diverse projects including:

  • Image Processing

  • Pattern recognition

  • Multivariate Statistics

  • Graph Signal Processing

  • Artificial Intelligence / Deep Learning

Teaching

  • (2020-2021-2022) Deep Learning for Image Analysis (MINES/ Master IASD - LAMSADE)

  • (2018-2019)-2022 Deep Learning for Image Analysis (MINES / ATHENS )

  • (2018) Introduction of Big Data and Applications

Alumni

  • (18-01-2023) Martin Bauw (Coadvisor J.Angulo )
    Thesis title: “One-class classification for low resolution targets discrimination with limited supervision in pulse Doppler radars”
    Jury: Marius Kloft, TU Kaiserslautern, Germany
    Jean-Philippe Ovarlez, ONERA, France
    Florence Tupin, Télécom Paris, LTCI, Institut Polytechnique de Paris, France
    Claude ADNET, Expert radar, Thales LAS, France

  • (13-12-2022) Mateus Sangalli (Coadvisor J.Angulo and S. Blusseau)
    Thesis title: “Equivariant Deep Learning Based on Scale-Spaces and Moving Frames: Applications to Image Processing”
    Jury: Petros Maragos - University of Athens, Greece
    Tony Lindeberg - KTH Royal Institute of Technology, Sweden
    Nina Miolane - UC Santa Barbara, USA
    Marcos Eduardo Valle - University of Campinas, Brasil

Funding

Professional service: