Man

Marco Antonio Mora Cofre

Academico

Universidad Católica del Maule

Talca, Chile

Líneas de Investigación


Procesamiento de Imágenes; Reconocimiento de Patrones; Aplicaciones Industriales de Reconocimiento de Patrones

Educación

  •  Ingeniero Civil Electronico, UNIVERSIDAD DE CONCEPCION. Chile, 1998
  •  Magister en Ingeniería Eléctrica, UNIVERSIDAD DE CONCEPCION. Chile, 2004
  •  Doctor en Ciencias de la Computación, UNIVERSITE DE TOULOUSE. Francia, 2008

Experiencia Académica

  •   Académico Full Time

    UNIVERSIDAD CATOLICA DEL MAULE

    Ciencias de la Ingeniería

    Talca, Chile

    1999 - At present

Experiencia Profesional

  •   Profesor Jornada Completa Full Time

    Universidad Católica del Maule

    Chile

    1999 - At present


 

Article (36)

A Review of multilayer extreme learning machine neural networks

Vasquez-Coronel, Jose A.; Mora, Marco; Vilches, Karina

Article ISI
ARTIFICIAL INTELLIGENCE REVIEW  (2023)

Detection of Parkinson’s disease based on spectrograms of voice recordings and Extreme Learning Machine random weight neural networks

Guatelli, Renata; Aubin, Verónica; Mora, Marco; Naranjo Torres, José; Mora Olivari, Antonia

Article ISI
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE  (2023)

Towards the generation of synthetic images of palm vein patterns: A review

Salazar-Jurado, Edwin H.; Hernandez-Garcia, Ruber; Vilches-Ponce, Karina; Barrientos, Ricardo J.; Mora, Marco; Jaswal, Gaurav

Article ISI
INFORMATION FUSION  (2023)

A proposal of edge detection in images with multiplicative noise using the Ant Colony System algorithm

Baltierra, Sergio; Valdebenito, Jonathan; Mora, Marco

Article ISI
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE  (2022)

Automated diagnosis of schizophrenia using EEG microstates and Deep Convolutional Neural Network

Lillo, Eric; Mora, Marco; Lucero, Boris

Article ISI
EXPERT SYSTEMS WITH APPLICATIONS  (2022)

Burned Area Classification Based on Extreme Learning Machine and Sentinel-2 Images

Gajardo, John; Mora, Marco; Valdes-Nicolao, Guillermo; Carrasco-Benavides, Marcos

Article ISI
APPLIED SCIENCES-BASEL  (2022)

Raspberries-LITRP Database: RGB Images Database for the Industrial Applications of Red Raspberries' Automatic Quality Estimation

Quintero Rincon, Antonio; Mora, Marco; Naranjo-Torres, Jose; Fredes, Claudio; Valenzuela, Andres

Article ISI
APPLIED SCIENCES-BASEL  (2022)

Training of an Extreme Learning Machine Autoencoder Based on an Iterative Shrinkage-Thresholding Optimization Algorithm

Vasquez-Coronel, Jose A.; Mora, Marco; Vilches, Karina

Article ISI
APPLIED SCIENCES-BASEL  (2022)

Water status estimation of cherry trees using infrared thermal imagery coupled with supervised machine learning modeling

Carrasco-Benavides, Marcos; Gonzalez Viejo, Claudia; Tongson, Eden; Baffico-Hernandez, Antonella; Avila-Sanchez, Carlos; Mora, Marco; Fuentes, Sigfredo

Article ISI
COMPUTERS AND ELECTRONICS IN AGRICULTURE  (2022)

A Model Based on Clusters of Similar Color and NIR to Estimate Oil Content of Single Olives

Fredes, Claudio; Valero, Constantino; Diezma, Belen; Mora, Marco; Naranjo-Torres, Jose; Wilson, Manuel; Delgadillo, Gabriel

Article ISI
FOODS  (2021)

Disease and Defect Detection System for Raspberries Based on Convolutional Neural Networks

Naranjo-Torres, Jose; Mora, Marco; Fredes, Claudio; Valenzuela, Andres

Article ISI
APPLIED SCIENCES-BASEL  (2021)

Multilayer Extreme Learning Machine as Equalizer in OFDM-Based Radio-Over-Fiber Systems

Zabala-Blanco, David; Mora, Marco; Azurdia-Meza, Cesar A.; Dehghan Firoozabadi, Ali; Palacios Jativa, Palacios Jativa; Montejo-Sanchez, Samuel

Article ISI
IEEE LATIN AMERICA TRANSACTIONS  (2021)

A Review of Convolutional Neural Network Applied to Fruit Image Processing

Naranjo-Torres, Jose; Mora, Marco; Hernandez-Garcia, Ruber; Barrientos, Ricardo J.; Fredes, Claudio; Valenzuela, Andres

Article ISI
APPLIED SCIENCES-BASEL  (2020)

Aspectos éticos del uso de identificadores biométricos

Boris A. Lucero M.; Chiara Saracini; MARCO MORA; María Teresa Muñoz-Quezada

Article SCIELO
Acta Bioethica  (2020)

Convolutional Neural Networks for Off-Line Writer Identification Based on Simple Graphemes

Mora, Marco; Naranjo-Torres, Jose; Aubin, Veronica

Article ISI
APPLIED SCIENCES-BASEL  (2020)

Fingerprint Classification through Standard and Weighted Extreme Learning Machines

Zabala-Blanco, David; Mora, Marco; Barrientos, Ricardo J.; Hernandez-Garcia, Ruber; Naranjo-Torres, Jose

Article ISI
APPLIED SCIENCES-BASEL  (2020)

Performance Assessment of Thermal Infrared Cameras of Different Resolutions to Estimate Tree Water Status from Two Cherry Cultivars: An Alternative to Midday Stem Water Potential and Stomatal Conductance

Carrasco-Benavides, Marcos; Antunez-Quilobran, Javiera; Baffico-Hernandez, Antonella; Avila-Sanchez, Carlos; Ortega-Farias, Samuel; Espinoza, Sergio; Gajardo, John; Mora, Marco; Fuentes, Sigfredo

Article ISI
SENSORS  (2020)

Relaxation of the Radio-Frequency Linewidth for Coherent-Optical Orthogonal Frequency-Division Multiplexing Schemes by Employing the Improved Extreme Learning Machine

Zabala-Blanco, David; Mora, Marco; Azurdia-Meza, Cesar A.; Dehghan Firoozabadi, Ali; Palacios Jativa, Pablo; SOTO, ISMAEL

Article ISI
SYMMETRY-BASEL  (2020)

Extreme Learning Machines to Combat Phase Noise in RoF-OFDM Schemes

Zabala-Blanco, David; Mora, Marco; Azurdia-Meza, Cesar A.; Dehghan Firoozabadi, Ali

Article ISI SCOPUS
ELECTRONICS  (2019)

Fast Finger Vein Recognition Based on Sparse Matching Algorithm under a Multicore Platform for Real-Time Individuals Identification

Hernandez-Garcia, Ruber; Barrientos, Ricardo J.; Rojas, Cristofher; Soto-Silva, Wladimir E.; Mora, Marco; Gonzalez, Paulo; Emmanuel Frati, Fernando

Article ISI SCOPUS
SYMMETRY-BASEL  (2019)

Individuals Identification Based on Palm Vein Matching under a Parallel Environment

Hernandez-Garcia, Ruber; Barrientos, Ricardo J.; Rojas, Cristofher; Mora, Marco

Article ISI SCOPUS
APPLIED SCIENCES-BASEL  (2019)

Performance analysis of clustering internal validation indexes with asymmetric clusters

Rojas-Thomas J.; Santos M.; Mora M.; Duro N.

Article ISI SCOPUS
IEEE LATIN AMERICA TRANSACTIONS  (2019)

Laboratory of the Neuropsychology and Cognitive Neurosciences Research Center of Universidad Catlica del Maule, Chile

Lucero, Boris; Saracini, Chiara; Muñoz-Quezada, María Teresa; Mendez-Bustos, Pablo; Mora, Marco

Article ISI SCOPUS
COGNITIVE PROCESSING  (2018)

Off-line writer verification based on simple graphemes

Aubin, Verónica; Mora, Marco; Santos-Peñas, Matilde

Article ISI SCOPUS
PATTERN RECOGNITION  (2018)

A new descriptor for person identity verification based on handwritten strokes off-line analysis

Aubin V.; Mora M.

Article ISI SCOPUS
EXPERT SYSTEMS WITH APPLICATIONS  (2017)

An Analysis of Seed Colour During Ripening of Cabernet Sauvignon Grapes

Fredes,Claudio;Mora,Marco;Carrasco-Benavides,Marcos

Article ISI SCOPUS
SOUTH AFRICAN JOURNAL OF ENOLOGY AND VITICULTURE  (2017)

Efficient exploitation of the Xeon Phi architecture for the Ant Colony Optimization (ACO) metaheuristic

Tirado, Felipe; Barrientos, Ricardo J.; González, Paulo; Mora, Marco

Article ISI SCOPUS
JOURNAL OF SUPERCOMPUTING  (2017)

Neural networks ensemble for automatic DNA microarray spot classification

Rojas-Thomas J.C.; Mora M.; Santos M.

Article SCOPUS
Neural Computing and Applications  (2017)

New internal index for clustering validation based on graphs

Rojas-Thomas J.C.; Santos M.; Mora M.

Article ISI SCOPUS
EXPERT SYSTEMS WITH APPLICATIONS  (2017)

Assessment of an automated digital method to estimate leaf area index (LAI) in cherry trees

Carrasco-Benavides, Marcos; Mora, Marco; Maldonado, Gonzalo; Olguín-Cáceres, Jeissy; von Bennewitz, Eduardo; Ortega-Farías, Samuel; Gajardo, John; Fuentes, Sigfredo

Article ISI SCOPUS
NEW ZEALAND JOURNAL OF CROP AND HORTICULTURAL SCIENCE  (2016)

Automated computation of leaf area index from fruit trees using improved image processing algorithms applied to canopy cover digital photograpies

Mora M.; Ávila F.; Carrasco-Benavides, M.; Maldonado, G; Olguín-Cáceres J.; Fuentes, S

Article ISI SCOPUS
COMPUTERS AND ELECTRONICS IN AGRICULTURE  (2016)

A method to construct fruit maturity color scales based on support machines for regression: Application to olives and grape seeds

Ávila F.; Mora M.; Oyarce, M; Zuniga, A; Fredes, C.

Article ISI SCOPUS
Journal of Food Engineering  (2015)

A method to estimate Grape Phenolic Maturity based on seed images

Ávila F.; Mora M.; Fredes, C.

Article ISI SCOPUS
COMPUTERS AND ELECTRONICS IN AGRICULTURE  (2014)

Grape maturity estimation based on seed images and neural networks

Zuniga, A; Mora M.; Oyarce, M; Fredes, C.

Article ISI SCOPUS
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE  (2014)

A non-Newtonian gradient for contour detection in images with multiplicative noise

Mora M.; Cordova-Lepe, F; Del Valle, R

Article ISI SCOPUS
Pattern Recognition Letters  (2012)

A robust footprint detection using color images and neural networks

Mora M.; Sbarbaro, D

Article
SUSTAINING TEL: FROM INNOVATION TO LEARNING AND PRACTICE  (2005)

ConferencePaper (9)

A Descriptor for Handwritten Strokes Off-Line Analysis: A Preliminary Study

Aubin V.; Mora M.

ConferencePaper SCOPUS
Proceedings - International Conference of the Chilean Computer Science Society, SCCC  (2017)

Colour change of seeds from veraison to harvest in Vitis vinifera 'Carmenere'

Fredes C.; Mora M.

ConferencePaper ISI SCOPUS
 (2017)

New Version of Davies-Bouldin Index for Clustering Validation Based on Cylindrical Distance

Thomas J.C.R.; Peñas M.S.; Mora M.

ConferencePaper SCOPUS
Proceedings - International Conference of the Chilean Computer Science Society, SCCC  (2017)

A new descriptor for people recognition by handwritten strokes analysis

Aubin V.; Mora M.; Santos M.

ConferencePaper SCOPUS
IET Seminar Digest  (2016)

A pattern recognition approach to diagnose foot plant pathologies: From segmentation to classification

Mora M.; Jarur, MC; Pavesi, L.; Achú E.; Drut, H

ConferencePaper ISI
BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II  (2007)

Automatic diagnosis of foot plant pathologies: A neural networks approach

Mora M.; Jarur, MC; Sbarbaro D.; Pavesi, L.

ConferencePaper ISI
BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II  (2007)

Automatic diagnosis of the footprint pathologies based on neural networks

Mora M.; Jarur, MC; Sbarbaro D.

ConferencePaper ISI
BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II  (2007)

Heart cavity detection in ultrasound images with SOM

Jarur, MC; Mora M.

ConferencePaper ISI
BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II  (2006)

A robust footprint detection using color images and neural networks

Mora M.; Sbarbaro D.

ConferencePaper SCOPUS
BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II  (2005)

Patent (2)

Equipo de estimación de calidad de bandejas de frutas en forma estatica

Mora, Marco; Fredes, Claudio; Naranjo, Jose; Valenzuela, Andrés

Patent N Solicitud:202101570 Fecha Solicitud:15/06/2021 Fecha de Publicación: 21/01/2022 Estado:Concedida N Registro Patente: 66694 Fecha de asignación de número de registro:27/03/2023 Tipo de Solicitud: Patente de Invención Prioridad: Clasificaciones IPC (5):B07C5/10 B07C5/342 G01N21/3563 G01N21/359
 (2023)

DISPOSITIVO MÓVIL DE IDENTIFICACIÓN DE PERSONAS MEDIANTE HUELLA DIGITAL

Barrientos , Ricardo J.; Mora, Marco; Soto, Wladimir; Hernández-García, Ruber; Peralta, Daniel

Patent N Solicitud:202002306 Fecha Solicitud:07/09/2020 Fecha de Publicación:23/10/2020 Estado:Concedida N Registro Patente:65809 Fecha de asignación de Número de registro:07/11/2022 Tipo de Solicitud:Patente de Invención Prioridad: Clasificaciones IPC (5):G06K9/00 G06K9/62 G06T7/44
 (2022)

Proyecto (7)

Very Large Fingerprint Classification based on a Fast and Distributed Extreme Learning Machine

Mora, Marco; Barrientos, Ricardo; Vilches, Karina; Zabala-Blanco, David

Proyecto FONDECYT REGULAR Director
 (2020)

Identificación Masiva de Personas Mediante Huella Digital

FONDEF (ID17i10254)

Proyecto
2018-2019
Coinvestigador(a)

Datos y Técnicas de Teledetección para la Restauración Ecológica de los Bosques Nativos Degradados por Incendios Forestales

Gajardo, John; Mora, Marco; Carrasco-Benavides, Marcos

Proyecto
 (2017)

Estimación del Contenido de Aceite de Olivas en base a Tecnologías no Destructivas

FONDEF (ID15i10142)

Proyecto
2016-2017
Director(a)

Estimación de la Fase de Madurez en Olivas basado en Imágenes de Smartphone

FONDEF (VIU13R0016)

Proyecto
2014-2015
Inv. Responsable

Estimación de la Madurez Fenólica de la Uva en base a Imágenes de la Semilla

FONDEF (CA12i10236)

Proyecto
2013-2014
Director(a)

Estimación del Contenido de Aceite de Olea Europea var. Arbequina basado en Técnicas de Tratamiento Digital de Imágenes y Reconocimiento de Patrones.

Concurso 2013, Proyectos de Enlace, Centro de Estudios en Alimentos Procesados, CONICYT, Gobierno de Chile

Proyecto
2013-2014
Director(a)

Review (1)

A comprehensive review of extreme learning machine on medical imaging

Huerfano-Maldonado, Yoleidy; Mora, Marco; Vilches, Karina; Hernandez-Garcia, Ruber; Gutierrez, Rodrigo; Vera, Miguel

Review ISI
NEUROCOMPUTING  (2023)

49
Marco Mora

Academico

Universidad Católica del Maule

Talca, Chile

6
Ruber Hernández

Académico Investigador

Centro de Investigación de Estudios Avanzados del Maule

Universidad Católica del Maule

Talca, Chile

6
Ricardo Barrientos

Académico / Director del Magíster en Ciencias de la Computación

Computación e Industrias

Universidad Católica del Maule

Talca, Chile

5
Marcos Carrasco

Profesor Adjunto

Ciencias Agrarias y Forestales

UNIVERSIDAD CATOLICA DEL MAULE

Curicó, Chile

4
Karina Vilches

Auxiliar

Computación e Industrias

Universidad Católica del Maule

Talca, Chile

4
MARY JARUR

ACADEMICO DE PLANTA

COMPUTACION E INFORMATICA

UNIVERSIDAD CATOLICA DEL MAULE

TALCA, Chile

4
David Zabala

ACADEMICO

COMPUTACION E INDUSTRIAS

Universidad Católica del Maule

Talca, Chile

3
Cesar Azurdia

Associate Professor

Departamento de Ingeniería Electrica

UNIVERSIDAD DE CHILE

Santiago, Chile

3
Ali Dehghanfirouzabadi

Profesor asociado

Departamento de Electricidad

Universidad Tecnológica Metropolitana (UTEM)

SANTIAGO, Chile

3
ANDRES VALENZUELA

Director Magister en Gestión de Organizaciones

ECONOMÍA Y ADMINISTRACIÓN

UNIVERSIDAD CATOLICA DEL MAULE

TALCA, Chile

2
CLAUDIO FREDES

ACADEMICO

CIENCIAS AGRARIAS

UNIVERSIDAD CATOLICA DEL MAULE

CAMARICO, Chile

2
Daniel Sbarbaro

Professor

Electrical Engineering

Universidad de Concepcion

Concepcion, Chile

2
Paulo Gonzalez

Director

Departamento de Computación e Industrias

Universidad Católica del Maule

Talca, Chile

2
Miguel Oyarce

Coordinador de Especialidad

Escuela de Ingeniería y Tecnología

Universidad Tecnológica de Chile INACAP

Talca, Chile

1
Boris Lucero

Académico

PSYCHOLOGY

Universidad Catolica del Maule

Talca, Chile

1
María Teresa Muñoz

Profesora Asociada

Facultad de Medicina

Universidad de Chile

Santiago, Chile

1
Sergio Espinoza

Académico

Ciencias Forestales

Universidad Católica del Maule

Talca, Chile

1
Chiara Saracini

Académica/Investigadora Auxiliar

Universidad Católica del Maule

Talca, Chile

1
Wladimir Soto

Académico

Departamento de Computación e Informática

Universidad Católica del Maule

Talca, Chile

1
Sergio Baltierra

Coordinador de Prácticas y Titulación

Facultad de Ingeniería

Universidad Autónoma de Chile

Talca, Chile

1
José Vásquez

Docente Par-Time

Departamento de Matemática, Física y Estadística

Universidad Católica del Maule

Talca, Chile

1
Samuel Ortega

Profesor titular

CITRA

UNIVERSIDAD DE TALCA

Talca, Chile

1
Jose_Ismael Soto

Profesor

Ingenieria Electrica

USACH

Santiago, Chile

1
Fernando Córdova

Associate Professor

MATEMATICA, FISICA Y ESTADISTICA

UNIVERSIDAD CATOLICA DEL MAULE

Talca, Chile

1
Rodrigo Gutiérrez

Candidato a doctor

Matemática, Física y Estadística

Universidad Católica del Maule

Talca, Chile