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Santiago Velasco-Forero
Assistant Professor, Mathematics and Systems, Mines ParisTech / PSL Research University
Joined
September 2019
Names
Santiago Velasco-Forero
(Preferred)
,
Santiago Velasco
Emails
****@gmail.com
(Confirmed)
,
****@mines-paristech.fr
(Confirmed)
,
****@minesparis.psl.eu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Assistant Professor
Mathematics and Systems,
Mines ParisTech / PSL Research University
(mines-paristech.fr)
2014
–
2030
Postdoc
Department of Mathematics,
National University of Singapore
(nus.edu.sg)
2012
–
2014
Advisors, Relations & Conflicts
PhD Advisee
Pierre Onghena
2024
–
2026
PhD Advisee
Mateus Sangalli
2020
–
2026
Coworker
Frederic BARBARESCO
2020
–
2025
Coauthor
Beatriz Marcotegui
2012
–
2025
Coworker
Etienne Decencière
2012
–
2025
PhD Advisor
Jesus Angulo
2009
–
2012
Coworker
Miguel Velez-Reyes
2008
–
2012
Coworker
Pierre Soille
2008
–
2012
Expertise
Deep Learning
Present
Graph Data Analysis
Present
Image Processing
Present
Publications
Learning Morphological Representations of Image Transformations: Influence of Initialization and Layer Differentiability
Mihaela Dimitrova
,
Samy Blusseau
,
Santiago Velasco-Forero
Crossref
Readers:
Everyone
Approximating Condorcet Ordering for Vector-Valued Mathematical Morphology
Marcos Eduardo Valle
,
Santiago Velasco-Forero
,
Joao Batista Florindo
,
Gustavo Angulo
Crossref
Readers:
Everyone
Group Equivariant Morphological Networks
Valentin Penaud–Polge
,
Santiago Velasco-Forero
,
Jesus G. Angulo
SIAM Journal on Imaging Sciences
Readers:
Everyone
MorphoSkel3D: Morphological Skeletonization of 3D Point Clouds for Informed Sampling in Object Classification and Retrieval
Pierre Onghena
,
Santiago Velasco-Forero
,
Beatriz Marcotegui
3DV 2025 Poster
Readers:
Everyone
A Posteriori Deep Learning Segmentation Quality Estimation Based on Prediction Entropy
Jose-Marcio Martins da Cruz
,
Mateus Sangalli
,
Etienne Decencière Ferrandière
,
Santiago Velasco-Forero
,
Thérèse Baldeweck
Image Analysis and Stereology
Readers:
Everyone
Counting Melanocytes with Trainable h-Maxima and Connected Component Layers
Xiaohu Liu
,
Samy Blusseau
,
Santiago Velasco-Forero
Crossref
Readers:
Everyone
Roto-translation Equivariant YOLO for Aerial Images
Benjamin Maurel
,
Samy Blusseau
,
Santiago Velasco-Forero
,
Teodora Petrisor
NeurReps 2023 Poster
Readers:
Everyone
Moving Frame Net: SE(3)-Equivariant Network for Volumes
Mateus Sangalli
,
Samy Blusseau
,
Santiago Velasco-Forero
,
Jesus Angulo
Published: 07 Nov 2022, Last Modified: 15 Feb 2026
NeurReps 2022 Poster
Readers:
Everyone
Learnable Empirical Mode Decomposition based on Mathematical Morphology
Santiago Velasco-Forero
,
R. Pagès
,
Jesus Angulo
SIAM Journal on Imaging Sciences
Readers:
Everyone
Adaptive Anisotropic Morphological Filtering Based on Co-Circularity of Local Orientations
Samy Blusseau
,
Santiago Velasco-Forero
,
Jesús Angulo
,
Isabelle Bloch
2022 (modified: 07 Oct 2022)
Image Process. Line 2022
Readers:
Everyone
View all 94 publications
Co-Authors
A. Ben Hamza
Abdessamad Ben Hamza
Afzal Godil
Agustín Trujillo
Ahmad Shaker Obeid
Alessandro Saletti
Alexandre Boulch
Alexandru Eugen Ichim
Alvina Goh
Aly A. Farag
Amin Fehri
Andrea Cerri
Andrea Giachetti
Andrei Manolache
Andrés Serna
António Leitão
Armand Mihai Nicolicioiu
Arturo Aquino
Atsushi Tatsuma
B. Ravi Kiran
Bas Boom
Bastien Ponchon
Beatriz Marcotegui
Benjamin Bustos
Benjamin Maurel
View all 191 co-authors