2024
Deep Regression of Signed Distance Maps for Corneal Endothelium Image Segmentation
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Fernando Quintero👨💻
, Juan Sierra
, Kevin Mendoza
, Lenny A. Romero
, Andres G. Marrugo
BEST PAPER AWARD
Publication
Presentation
IEEE Colombian Caribbean Conference (C3), 2023
Assessing Fuchs Corneal Endothelial Dystrophy Using Artificial Intelligence–Derived Morphometric Parameters From Specular Microscopy Images
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Angelica M. Prada
, Fernando Quintero👨💻
, Kevin Mendoza
, Virgilio Galvis
, Alejandro Tello
, Lenny A. Romero
, Andres G. Marrugo
Publication
Paper
Presentation
ColCACI 2023 / Communications in Computer and Information Science, vol 1865.
2023
Enhancing Corneal Endothelium Segmentation: A Comparison of Classification and Distance-Map Regression UNets
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Fernando Quintero👨💻
, Juan Sierra
, Kevin Mendoza
, Lenny A. Romero
, Andres G. Marrugo
Publication
Presentation
IEEE Colombian Conference on Communications and Computing (COLCOM), 2023
Self-supervised Deep-Learning Segmentation of Corneal Endothelium Specular Microscopy Images
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Sergio Sanchez
, Kevin Mendoza
, Fernando Quintero👨💻
, Angelica M. Prada
, Alejandro Tello
, Virgilio Galvis
, Lenny A. Romero
, Andres G. Marrugo
Publication
Paper
Presentation
ColCACI 2023 / Communications in Computer and Information Science, vol 1865.
Challenges and opportunities in pixel-wise calibration methods for structured light systems
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Raul Vargas
, Fernando Quintero👨💻
, Lenny A. Romero
, Andres G. Marrugo
Publication
Paper
Presentation
Proc. SPIE 12527, Pattern Recognition and Tracking XXXIV, 125270P, 2023
Deep neural networks for evaluation of specular microscopy images of the corneal endothelium with Fuchs' dystrophy
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Sergio Sanchez
, Kevin Mendoza
, Fernando Quintero👨💻
, Angelica M. Prada
, Alejandro Tello
, Virgilio Galvis
, Lenny A. Romero
, Andres G. Marrugo
Publication
Paper
Presentation
Proc. SPIE 12527, Pattern Recognition and Tracking XXXIV, 125270P, 2023
2022
Modeling a Structured Light System with Open-Source Software
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Fernando Quintero👨💻
, Raul Vargas
, Lenny A. Romero
, Andres G. Marrugo
Publication
Virtual Presentation
Imaging Systems and Applications, 2022
2020
Development and implementation of an optical profilometer by laser triangulation
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Fernando Quintero👨💻
, Kevin Mendoza
, Lenny A. Romero
, Andres G. Marrugo
Publication
Virtual Presentation
IX International Congress of Mechatronics Engineering and Automation (CIIMA), 2020
