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Author profile at the institutional portal

Gonzalo Martin, Consuelo consuelo.gonzalo@upm.es

ARQUITECTURA Y TECNOLOGÍA DE SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

Deep Learning for Automatic Outlining Agricultural Parcels: Exploiting the Land Parcel Identification System

  • Garcia-Pedrero, Angel
  • Lillo-Saavedra, Mario
  • Rodriguez-Esparragon, Dionisio
  • Gonzalo-Martin, Consuelo

Ieee Access (p. 158223-158236) - 1/1/2019

10.1109/access.2019.2950371 View at source

  • ISSN 21693536

Daily Evapotranspiration Mapping Using Regression Random Forest Models

  • Gonzalo-Martin C
  • Lillo-Saavedra M
  • Garcia-Pedrero A
  • Lagos O
  • Menasalvas E

Ieee Journal Of Selected Topics In Applied Earth Observations And Remote Sensing (p. 5359-5368) - 1/12/2017

10.1109/jstars.2017.2733958 View at source

  • ISSN 19391404

Adjustment of Sentinel-3 Spectral Bands with Sentinel-2 to Enhance the Quality of Spatio-temporally Fused Images

  • Boumahdi M
  • Garcia-Pedrero A
  • Lillo-Saavedra M
  • Gonzalo-Martin C

Ieee Journal Of Selected Topics In Applied Earth Observations And Remote Sensing (p. 584-600) - 1/1/2024

10.1109/jstars.2023.3333275 View at source

  • ISSN 19391404

Classification of Satellite Images by means of Fuzzy Rules generated by a Genetic Algorithm

  • Gordo, O.
  • Martinez, E.
  • Gonzalo, C.
  • Arquero, A.;

Ieee Latin America Transactions (p. 743-748) - 1/1/2011

10.1109/tla.2011.5876414 View at source

  • ISSN 15480992

Quickbird image fusion by a multirresolution-multidirectional joint image representation

  • Gonzalo-Martín C
  • Lillo-Saavedra M

Ieee Latin America Transactions (p. 32-37) - 1/12/2007

10.1109/t-la.2007.4444530 View at source

  • ISSN 15480992

Hyperspectral Classification Through Unmixing Abundance Maps Addressing Spectral Variability

  • Ibarrola-Ulzurrun E
  • Drumetz L
  • Marcello J
  • Gonzalo-Martin C
  • Chanussot J

Ieee Transactions On Geoscience And Remote Sensing (p. 4775-4788) - 1/7/2019

10.1109/tgrs.2019.2892903 View at source

  • ISSN 01962892

Assessment of Hyperspectral Sharpening Methods for the Monitoring of Natural Areas Using Multiplatform Remote Sensing Imagery

  • Marcello, Javier
  • Ibarrola-Ulzurrun, Edurne
  • Gonzalo-Martin, Consuelo
  • Chanussot, Jocelyn
  • Vivone, Gemine

Ieee Transactions On Geoscience And Remote Sensing (p. 8208-8222) - 1/1/2019

10.1109/tgrs.2019.2918932 View at source

  • ISSN 01962892

Aplicación de la Metodología de Fusión de Imágenes Multidirección-Multiresolución (MDMR) a la Estimación de la Turbidez en Lagos

  • Mario Fernando Lillo Saavedra
  • Consuelo Gonzalo Martín

Informacion Tecnologica (p. 137-146) - 1/1/2008

  • ISSN 07168756
  • iMarina

Metodología para estimación de la turbidez de un lago mediante la clasificación orientada a objetos de imágenes multiespectrales

  • Carlos Quintana Sotomayor
  • Mario Fernando Lillo Saavedra
  • Consuelo Gonzalo Martín
  • Juan Alberto Barrera Berrocal

Ingenieria Hidraulica En Mexico (p. 143-150) - 1/1/2012

  • ISSN 01864076
  • iMarina

PET-CT image fusion using random forest and à-trous wavelet transform

  • Seal A
  • Bhattacharjee D
  • Nasipuri M
  • Rodríguez-Esparragón D
  • Menasalvas E
  • Gonzalo-Martin C

International Journal For Numerical Methods In Biomedical Engineering - 1/3/2018

10.1002/cnm.2933 View at source

  • ISSN 20407939

Teledetección: una aproximación desde la superficie al satélite

  • Agueda Arquero Hidalgo, Estíbaliz Martínez Izquierdo, Consuelo Gonzalo Martín

1/1/2003

  • ISBN 8496244121
  • iMarina

Mitosis Detection in Breast Cancer Using Superpixels and Ensemble Classifiers

  • César A Ortiz Toro
  • Consuelo Gonzalo Martín
  • Angel Mario García Pedrero
  • Alejandro Rodríguez González
  • Ernestina Menasalvas

11th International Conference On Practical Applications Of Computational Biology & Bioinformatics / Florentino Fernández Riverola (Ed. Lit.) (p. 137-145-145) - 1/1/2017

10.1007/978-3-319-60816-7_17 View at source

Optimization of the backpropogation learning algorithm by using adaptive accuracy of weights

  • Consuelo Gonzalo Martín
  • Qi Tian
  • Shaya Fainman
  • Sing H. Lee

Advances In Pattern Recognition And Applications (p. 36-47) - 1/1/1994

  • iMarina

Influencia de la calidad de imágenes fusionadas mediante el algoritmo Wavelet-à trous en el proceso de clasificación

  • Agueda Arquero Hidalgo
  • Consuelo Gonzalo Martín
  • E Martínez Izquierdo
  • M Lillo-Saavedra

El Acceso A La Información Espacial Y Las Nuevas Tecnologías Geográficas (p. 611-622) - 1/1/2006

  • iMarina

Growing Self-Organizing Maps for Data Analysis

  • Maria Soledad Delgado Sanz
  • M.Estibaliz Martinez Izquierdo
  • Agueda Arquero Hidalgo
  • Consuelo Gonzalo Martin

Encyclopedia Of Artificial Intelligence - 1/1/2008

  • iMarina

Deep Learning for superpixel-based classfication of remote sensing images.

  • Consuelo Gonzalo-Martín
  • Angel García-Pedrero
  • Mario Lillo-Saavedra
  • Ernestina Menasalvas

Geobia 2016: Solutions And Synergies - 1/1/2016

  • iMarina

A web-based platform for remote sensing image annotation

  • Angel García-Pedrero
  • Consuelo Gonzalo-Martín
  • Mario Lillo-Saavedra
  • César Ortíz-Toro

Geobia 2016: Solutions And Synergies - 1/1/2016

  • iMarina

Objective determination of the degradation level of the multispectral and panchromatic images for fusion by means of the à trous algorithm

  • Mario Lillo Saavedra
  • Consuelo Gonzalo Martín

Global Developments In Environmental Earth Observation From Space (p. 103-110) - 1/1/2006

  • iMarina

Efficient computation of the discrete Wigner distribution function through a new iterative algorithm

  • Isabel García
  • Consuelo Gonzalo Martín
  • Margarita Perez Castellano
  • Jose A. Moreno
  • José M. Sánchez Dehesa

Ieee International Conference On Acoustics, Speech, And Signal Processing (p. 1981-1984) - 1/1/1997

  • iMarina

Performance of a phonetic encoding scheme for speech recognition using neural networks

  • V Rodellar Biarge
  • Pedro Gómez Vilda
  • María Mercedes Pérez Castellanos
  • María Isabel Garcia Clemente
  • Fernando J Naharro Berrocal
  • Consuelo Gonzalo Martín

Panel '92: Actas, Xviii Conferencia Latinoamericana De Informática (p. 1041-1048) - 1/1/1992

  • iMarina

Evaluation of a Change Detection Method based on joint spatial-spectral Information

  • M.Estibaliz Martinez Izquierdo
  • Consuelo Gonzalo Martin
  • Agueda Arquero Hidalgo
  • Mario Lillo Saavedra

Remote Sensing In Transition - 1/1/2004

  • iMarina

Mitosis detection in breast cancer using superpixel candidate selection and ensemble classifiers

  • RODRIGUEZ GONZALEZ, ALEJANDRO
  • ORTIZ TORO, CESAR ANTONIO
  • GONZALO MARTIN, CONSUELO
  • MENASALVAS RUIZ, ERNESTINA

11th International Conference On Practical Applications Of Computational Biology & Bioinformatics (Pacbb 2017) (p. 1-10) - 26/6/2017

  • iMarina

Use of machine learning to improve the robustness of spatial estimation of evapotranspiration

  • Fonseca-Luengo D
  • Lillo-Saavedra M
  • Lagos L
  • García-Pedrero A
  • Gonzalo-Martin C

14th Conference On Artificial Intelligence In Medicine, Aime 2013 (p. 237-245) - 1/1/2018

10.1007/978-3-319-75193-1_29 View at source

  • ISSN 16113349

An object approach to the assessment of the spatial quality of pan-sharpened remote sensing images

  • Rodriguez-Esparragon D
  • Marcello-Ruiz J
  • Eugenio-Gonzalez F
  • Garcia-Pedrero A
  • Gonzalo-Martin C

2014 International Work Conference On Bio-Inspired Intelligence: Intelligent Systems For Biodiversity Conservation, Iwobi 2014 - Proceedings (p. 49-54) - 15/7/2015

10.1109/iwobi.2015.7160143 View at source

Automatic identification of shrub vegetation of the Teide National Park

  • Garcia-Pedrero, Angel
  • Rodriguez-Esparragon, Dionisio
  • Gonzalo-Martin, Consuelo
  • Ibarrola, Edurne
  • Lillo-Saavedra, Mario
  • Marcello, Javier

2015 4th International Work Conference On Bioinspired Intelligence (Iwobi) (p. 55-59) - 15/7/2015

10.1109/iwobi.2015.7160144 View at source

A superpixel-based approach based on consensus for delineating agricultural plots

  • Garcia-Pedrero A
  • Gonzalo-Martin C
  • Lillo-Saavedra M
  • Rodriguez-Esparragon D

2017 International Work Conference On Bio-Inspired Intelligence: Intelligent Systems For Biodiversity Conservation, Iwobi 2017 - Proceedings - 19/7/2017

10.1109/iwobi.2017.7985537 View at source

Xylem Vessels Segmentation Through a Deep Learning Approach: A First Look

  • A Garcia-Pedrero
  • A García-Cervigón
  • C Caetano
  • S Calderón-Ramírez
  • J M Olano
  • C Gonzalo-Martín
  • M Lillo-Saavedra
  • M García-Hidalgo
... View more Collapse

2018 Ieee International Work Conference On Bioinspired Intelligence, Iwobi 2018 - Proceedings (p. 1-9) - 12/9/2018

10.1109/iwobi.2018.8464184 View at source

A graphic analyzer and builder of spectral indexes based on growing SOM

  • Arquero Hidalgo, Águeda
  • DELGADO SANZ, MARIA SOLEDAD
  • GONZALO MARTIN, CONSUELO
  • MARTINEZ IZQUIERDO, M.ESTIBALIZ

2nd South-East European Conference On Computational Mechanics (p. 92-92) - 22/6/2009

  • iMarina

Unsupervised multiscale ROIs determination for supervised thematic classification.

  • C Gonzalo-Martín
  • M Lillo-Saavedra
  • J Gómez-Carpintero
  • A García-Pedrero
  • E Menasalvas

33rd Earsel Symposium Conference: Towards Horizon 2020: Earth Observation And Social Perspectives (p. 783-790) - 3/6/2013

  • iMarina

A strategy to improve quality and speed of multi-scale high-resolution image analysis through superpixels

  • A García-Pedrero
  • C Gonzalo-Martín
  • M Lillo-Saavedra
  • D Rodríguez-Esparragón

33rd Earsel Symposium Conference: Towards Horizon 2020: Earth Observation And Social Perspectives (p. 753-760) - 3/6/2013

  • iMarina

Evapotranspiration mapping without thermal band using Random Forest

  • C Gonzalo-Martín
  • M Lillo-Saavedra
  • A García-Pedrero
  • D Fonseca-Luengo
  • O Lagos
  • E Menasalvas

35th Earsel Symposium Conference: European Remote Sensing - Progress, Challenges And Opportunities (p. 62-67) - 15/6/2015

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

seCUre and pRivate hEalth data eXchange

  • ROBLES FORCADA, VICTOR (Participante)
  • VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Participante)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))
  • MENASALVAS RUIZ, ERNESTINA (Participante)
  • GONZALO MARTIN, CONSUELO (Participante)
  • DIAZ HONRUBIA, ANTONIO JESUS (Participante)
  • Moreno Sánchez-Capuchino, Ana María (Participante)
  • HERRERO MARTIN, MARIA PILAR (Participante)
  • Fernández Baizán, María Covadonga (Participante)
... View more Collapse

Period: 01-12-2018 - 31-03-2022

Type of funding: International

Amount of funding: 204375,00 Euros.

  • iMarina

Big Data for Medical Analytics

  • PEREZ PEREZ, AURORA (Participante)
  • DIAZ HONRUBIA, ANTONIO JESUS (Participante)
  • SEGOVIA PEREZ, FCO.JAVIER (Participante)
  • VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Participante)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))
  • MENASALVAS RUIZ, ERNESTINA (Participante)
  • GONZALO MARTIN, CONSUELO (Participante)
  • HERRERO MARTIN, MARIA PILAR (Participante)
  • Fernández Baizán, María Covadonga (Participante)
  • ROBLES FORCADA, VICTOR (Participante)
... View more Collapse

Period: 01-01-2018 - 30-09-2021

Type of funding: International

Amount of funding: 230000,00 Euros.

  • iMarina

EIT Digital Blended Master Programs 2018

  • Fernández Baizán, María Covadonga (Participante)
  • PEREZ PEREZ, AURORA (Participante)
  • PATIÑO MARTINEZ, MARTA (Investigador principal (IP))
  • Fuertes Castro, José Luis (Participante)
  • CARACA-VALENTE HERNANDEZ, JUAN PEDRO (Participante)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)

Period: 01-01-2018 - 31-12-2018

Type of funding: International

Amount of funding: 40000,00 Euros.

  • iMarina

Ecosystem for Services based on integrated Cross-sectorial Data Streams from multiple Cyber Physical Products and Open Data Sources

  • Fernández Baizán, María Covadonga (Participante)
  • MENASALVAS RUIZ, ERNESTINA (Investigador principal (IP))
  • GONZALO MARTIN, CONSUELO (Participante)
  • DIAZ HONRUBIA, ANTONIO JESUS (Participante)
  • Moreno Sánchez-Capuchino, Ana María (Participante)
  • HERRERO MARTIN, MARIA PILAR (Participante)
  • ROBLES FORCADA, VICTOR (Participante)
  • ZANIN ZANIN, MASSIMILIANO (Participante)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)
... View more Collapse

Period: 01-12-2017 - 28-02-2021

Type of funding: International

Amount of funding: 322781,25 Euros.

  • iMarina

Big Data Value ecosystem

  • GONZALO MARTIN, CONSUELO (Participante)
  • MENASALVAS RUIZ, ERNESTINA (Investigador principal (IP))
  • SWOBODA, NIKOLAUS GUYON (Participante)
  • HERRERO MARTIN, MARIA PILAR (Participante)
  • Moreno Sánchez-Capuchino, Ana María (Participante)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)

Period: 01-01-2017 - 31-12-2020

Type of funding: International

Amount of funding: 337125,00 Euros.

  • iMarina

Integrated supportive services to enhance functional

  • GARCIA PEDRERO, ANGEL MARIO (Participante)
  • POZO GUERRERO, Francisco del (Investigador principal (IP))
  • GONZALO MARTIN, CONSUELO (Participante)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)
  • MENASALVAS RUIZ, ERNESTINA (Participante)
  • ORTIZ TORO, CESAR ANTONIO (Participante)

Period: 01-01-2017 - 31-12-2017

Type of funding: International

Amount of funding: 100600,00 Euros.

  • iMarina

Building an Intelligent System of Insights and Action for 5G Network Management

  • Bonifacio Alberto Mozo Velasco (Investigador principal (IP))
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador/a)

Period: 01-07-2015 - 31-12-2017

Type of funding: International

Amount of funding: 457500,00 Euros.

  • iMarina

Desarrollo de una plataforma web para la anotación semántica de imágenes de satélite

  • Consuelo Gonzalo Martin (Investigador principal (IP))
  • GONZALO MARTIN, CONSUELO (Investigador/a)

Period: 01-02-2015 - 31-12-2015

  • iMarina

UNIV. CONCEPCION-ESTRUC. INFORMATICA SENT. JUDIC.

  • Consuelo Gonzalo Martin (Investigador principal (IP))
  • MENASALVAS RUIZ, ERNESTINA (Investigador/a)

Period: From 01-05-2014

  • iMarina

Cancer Long Survivors Artificial Intelligence Follow Up

  • RIOS SANCHEZ, BELEN (Participante)
  • MENGUAL GALAN, LUIS (Participante)
  • DIAZ HONRUBIA, ANTONIO JESUS (Participante)
  • SWOBODA, NIKOLAUS GUYON (Participante)
  • VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Participante)
  • HERRERO MARTIN, MARIA PILAR (Participante)
  • MENASALVAS RUIZ, ERNESTINA (Investigador principal (IP))
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)
  • GONZALO MARTIN, CONSUELO (Participante)
  • ROBLES FORCADA, VICTOR (Participante)
  • Fernández Baizán, María Covadonga (Participante)
  • Moreno Sánchez-Capuchino, Ana María (Participante)
... View more Collapse

Period: 01-01-2020 - 30-06-2023

Type of funding: International

Amount of funding: 487500,00 Euros.

  • iMarina

Algoritmos de segmentación semántica para anotación de imágenes

  • Consuelo Gonzalo Martin (Director)
  • Ernestina Menasalvas (Director) Doctorando: César A Ortiz Toro

1/1/2019

  • iMarina

Big Medical Text Analytics: querying, searching and understanding clinical data

  • GONZALO MARTIN, CONSUELO (Director)
  • MENASALVAS RUIZ, ERNESTINA (Director) Doctorando: Costumero Moreno, Roberto

20/9/2017

  • iMarina

Nuevos algoritmos de entrenamiento y visualización de redes neuronales autoorganizativas para su aplicación en teledetección

  • Consuelo Gonzalo Martin (Director)
  • Estíbaliz Martínez Izquierdo (Director) Doctorando: María Soledad Delgado Sanz

1/1/2010

  • iMarina

A multisensor and multiscale methodological framework for complex natural ecosystems

  • Javier Marcello (Codirector)
  • GONZALO MARTIN, CONSUELO (Director) Doctorando: Edurne Ibarrola Ulzurrun

3/5/2019

  • iMarina

A multisensor and multiscale methodological framework for the management of complex natural ecosystems

  • Consuelo Gonzalo Martin (Director)
  • Francisco Javier Marcelo Ruiz (Director) Doctorando: Edurne Ibarrola Ulzurrun

1/1/2019

  • iMarina

Evaluación y desarrollo de métricas de calidad espacial y espectral para aplicaciones de fusión de imágenes multiespectrales de teledetección de alta resolución

  • Consuelo Gonzalo Martin (Director)
  • Francisco Eugenio Gonzalez (Director)
  • Francisco Javier Marcelo Ruiz (Director) Doctorando: Dionisio Rodríguez Esparragón

8/2/2016

  • iMarina

Spatio-temporal Analysis of Agricultural Landscape Images: A Superpixel-based Approach

  • Consuelo Gonzalo Martin (Director)
  • Mario Fernando Lillo Saavedra (Director) Doctorando: Angel Mario García Pedrero

1/1/2016

  • iMarina

Estimación de evapotranspiración espacialmente distribuida mediante un enfoque GEOBIA

  • Mario Lillo Saavedra
  • Ocatvio Lagos (Codirector)
  • GONZALO MARTIN, CONSUELO (Director) Doctorando: David Fonseca Luengo

26/8/2015

  • iMarina

Diseño, evaluación y aplicación de nuevas estrategias para fusión de imágenes de satélite

  • Consuelo Gonzalo Martin (Director) Doctorando: Mario Fernando Lillo Saavedra

1/1/2005

  • iMarina

Design new supervised art-type artificial neural networks, and their performances for classification landsat TM images

  • GONZALO MARTIN, CONSUELO (Director) Doctorando: Al-Rawi, Kamal

1/1/2001

  • iMarina

This researcher has no patents or software licenses.

Last data update: 4/9/24 1:13 AM