Gonzalo Martin, Consuelo consuelo.gonzalo@upm.es
Publications
- Articles 67
- Books 1
- Book chapters 13
- Conferences 114
- Working papers 0
- Technical reports 0
- Research projects 67
- Supervised theses 11
- Patent or software license 0
Multi input–Multi output 3D CNN for dementia severity assessment with incomplete multimodal data
- Gravina M
- García-Pedrero A
- Gonzalo-Martín C
- Sansone C
- Soda P
Artificial Intelligence In Medicine - 1/3/2024
10.1016/j.artmed.2024.102774 View at source
- ISSN 09333657
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
Parameter adaptive unit-linking pulse coupled neural network based MRI–PET/SPECT image fusion
- Panigrahy, C
- Seal, A
- Gonzalo-Martín, C
- Pathak, P
- Jalal, AS
Biomedical Signal Processing And Control - 1/5/2023
10.1016/j.bspc.2023.104659 View at source
- ISSN 17468094
A Methodology to Automatically Segment 3D Ultrasonic Data Using X-ray Computed Tomography and a Convolutional Neural Network
- Caballero, JI
- Cosarinsky, G
- Camacho, J
- Menasalvas, E
- Gonzalo-Martin, C
- Sket, F
Applied Sciences-Basel - 1/5/2023
10.3390/app13105933 View at source
- ISSN 20763417
Patagonian Andes Landslides Inventory: The Deep Learning’s Way to Their Automatic Detection
- Morales, Bastian
- Garcia-Pedrero, Angel
- Lizama, Elizabet
- Lillo-Saavedra, Mario
- Gonzalo-Martin, Consuelo
- Chen, Ningsheng
- Somos-Valenzuela, Marcelo;
Remote Sensing - 22/9/2022
10.3390/rs14184622 View at source
- ISSN 20724292
- iMarina
- iMarina
Automatic detection of pneumonia in chest X-ray images using textural features
- Ortiz-Toro C
- García-Pedrero A
- Lillo-Saavedra M
- Gonzalo-Martín C
Computers In Biology And Medicine - 1/1/2022
10.1016/j.compbiomed.2022.105466 View at source
- ISSN 00104825
Early Estimation of Tomato Yield by Decision Tree Ensembles
- Lillo-Saavedra, Mario
- Espinoza-Salgado, Alberto
- Garcia-Pedrero, Angel
- Souto, Camilo
- Holzapfel, Eduardo
- Gonzalo-Martin, Consuelo
- Somos-Valenzuela, Marcelo
- Rivera, Diego;
Agriculture (Switzerland) - 1/1/2022
10.3390/agriculture12101655 View at source
- ISSN 03310965
Advanced Processing of Multiplatform Remote Sensing Imagery for the Monitoring of Coastal and Mountain Ecosystems
- Marcello J
- Eugenio F
- Gonzalo-Martin C
- Rodriguez-Esparragon D
- Marques F
Ieee Access (p. 6536-6549) - 1/1/2021
10.1109/access.2020.3046657 View at source
- ISSN 21693536
Ex Post Analysis of Water Supply Demand in an Agricultural Basin by Multi-Source Data Integration
- Lillo-Saavedra, Mario
- Gavilan, Viviana
- Garcia-Pedrero, Angel
- Gonzalo-Martin, Consuelo
- de la Hoz, Felipe
- Somos-Valenzuela, Marcelo
- Rivera, Diego;
Remote Sensing - 1/1/2021
10.3390/rs13112022 View at source
- ISSN 20724292
Improving deep learning sorghum head detection through test time augmentation
- Gonzalo-Martin, Consuelo
- Garcia-Pedrero, Angel
- Lillo-Saavedra, Mario;
Computers And Electronics In Agriculture - 1/1/2021
10.1016/j.compag.2021.106179 View at source
- ISSN 01681699
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
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
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
Balancing The Spatial And Spectral Quality Of Satellite Fused Images Through a Search Algorithm
- Consuelo Gonzalo Martin
- Mario Fernando Lillo Saavedra
Search Algorithms - 1/1/2011
- iMarina
Clasificación de Imágenes Multiespectrales mediante Técnicas Orientadas a Objetos (CIMTOO): una aplicación a la cuantificación de la turbidez de un lago
- Carlos Quintana Sotomayor
- Mario Fernando Lillo Saavedra
- Consuelo Gonzalo Martín
Teledetección. Bosques Y Cambio Climático (p. 397-400) - 1/1/2011
- 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
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
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
Customized fusion of satellite images based on the á trous algorithm
- Consuelo Gonzalo Martín
- Mario Lillo Saavedra
Spie-Image And Signal Processing For Remote Sensing x (p. 444-451) - 1/1/2004
- 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
Convolutional Neural Networks for estimating spatially-distributed evapotranspiration
- García-Pedrero A
- Gonzalo-Martín C
- Lillo-Saavedra M
- Rodríguez-Esparragón D
- Menasalvas E
Proceedings Of Spie - The International Society For Optical Engineering - 1/1/2017
10.1117/12.2278321 View at source
- ISSN 0277786X
EVALUATION OF DIMENSIONALITY REDUCTION TECHNIQUES IN HYPERSPECTRAL IMAGERY AND THEIR APPLICATION FOR THE CLASSIFICATION OF TERRESTRIAL ECOSYSTEMS
- Ibarrola-Ulzurrun, Edurne
- Marcello, Javier
- Gonzalo-Martin, Consuelo;
Proceedings Of Spie - The International Society For Optical Engineering - 1/1/2017
10.1117/12.2278501 View at source
- ISSN 0277786X
Increasing the UAV data value by an OBIA methodology
- Garcia-Pedrero, Angel
- Lillo-Saavedra, Mario
- Rodriguez-Esparragon, Dionisio
- Rodriguea-Gonzlaez, Alejandro
- Gonzalo-Martin, Consuelo;
Proceedings Of Spie - The International Society For Optical Engineering - 1/1/2017
10.1117/12.2277891 View at source
- ISSN 0277786X
VULNERABLE LAND ECOSYSTEMS CLASSIFICATION USING SPATIAL CONTEXT AND SPECTRAL INDICES
- Ibarrola-Ulzurrun, Edurne
- Gonzalo-Martin, Consuelo
- Marcello, Javier;
Proceedings Of Spie - The International Society For Optical Engineering - 1/1/2017
10.1117/12.2278496 View at source
- ISSN 0277786X
A Random Forest and Superpixels approach to sharpen thermal infrared satellite imagery
- Lillo-Saavedra, Mario
- Garcia-Pedrero, Angel
- Rodriguez-Esparragon, Dionisio
- Gonzalo-Martin, Consuelo;
Proceedings Of Spie - The International Society For Optical Engineering - 1/1/2017
10.1117/12.2277940 View at source
- ISSN 0277786X
Analysis of Land and Marine Resources by processing High Resolution Satellite Images
- Edurne Ibarrola Ulzurrun
- Consuelo Gonzalo Martín
- Javier Marcello Ruiz
15/6/2016
- iMarina
Aplicación de la computación cognitiva para el análisis de datos masivos (Big Data) extraídos de los informe de alta de una unidad de ictus
- Santiago Trillo Senín
- José Vivancos Mora
- Jorge Gómez Zamora
- Gustavo Zapata Wainberg
- Guillermo Fernández
- Gemma Reig Roselló
- COSTUMERO MORENO, ROBERTO
- GONZALO MARTIN, CONSUELO
- MENASALVAS RUIZ, ERNESTINA
15/11/2016
- iMarina
Pansharpening in coastal ecosystems using WorldView-2 imagery
- Ibarrola-Ulzurrun, Edurne
- Marcello-Ruiz, Javier
- Gonzalo-Martin, Consuelo;
Proceedings Of Spie - The International Society For Optical Engineering - 1/1/2016
10.1117/12.2241506 View at source
- ISSN 0277786X
Influence of pansharpening techniques in obtaining accurate vegetation thematic maps
- Ibarrola-Ulzurrun, Edurne
- Gonzalo-Martin, Consuelo
- Marcello-Ruiz, Javier;
Proceedings Of Spie - The International Society For Optical Engineering - 1/1/2016
10.1117/12.2241501 View at source
- ISSN 0277786X
This researcher has no working papers.
This researcher has no technical reports.
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)
Period: 01-01-2020 - 30-06-2023
Type of funding: International
Amount of funding: 487500,00 Euros.
- iMarina
BDVe: Big Data Value ecosystem. SAP SE (Headquarters); H2020-EU.2.1.1. (Competitive funding program)
- GONZALO MARTIN, CONSUELO (Colaborador/a)
Period: From 01-01-2020
- iMarina
Prediction of Diseases through Computer Assisted Diagnosis System Using Images Captured by Minimally-invasive and Non-invasive Modalities
- Ayan Seal
- Debotosh Bhattacharjee
- Consuelo Gonzalo Martín
- Ernestina Menasalvas Ruiz (Investigador principal (IP))
- GONZALO MARTIN, CONSUELO (Investigador/a)
Period: 13-05-2019 - 12-05-2021
Type of funding: International
- iMarina
ESA Climate Change Initiative+
- GONZALO MARTIN, CONSUELO (Investigador principal (IP))
Period: 04-04-2019 - 09-06-2024
Type of funding: International
Amount of funding: 54999,00 Euros.
- iMarina
ECV Fire Disturbance: Fire_cci Phase 2
- Emilio Chuvieco
- Consuelo Gonzalo Martín (Investigador principal (IP))
- GONZALO MARTIN, CONSUELO (Coordinador/a científico/a)
- GARCIA PEDRERO, ANGEL MARIO (Colaborador/a)
- Dionisio Rodriguez Esparragon (Colaborador/a)
- Meryeme Boumahdi (Colaborador/a)
Period: 04-04-2019 - 03-04-2022
Amount of funding: 499941,00 Euros.
- iMarina
S2018/NMT-4381 - UPM-MMEAN. Fabricación inteligente de materiales avanzados para el transporte, la energía y la salud
- Campos Gomez, Monica
- Torralba Castello, Jose Manuel
- Macia Rodriguez, Eric
- Meza Manzaneque, Juan Alberto
- Cornide Arce, Juan
Period: 01-01-2019 - 30-04-2023
Type of funding: Regional
Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION
Amount of funding: 55200,00 Euros.
- iMarina
- UC3M
Repotenciación Optimizada Inteligente De Plantas Solares Fotovoltaicas Mediante Mantenimiento Preventivo Y Predictivo
- Consuelo Gonzalo Martin (Investigador principal (IP))
- GONZALO MARTIN, CONSUELO (Coordinador del proyecto total, red o consorcio)
Period: From 01-03-2018
- iMarina
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)
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)
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
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
Algoritmos de segmentación semántica para anotación de imágenes
- Consuelo Gonzalo Martin (Director)
- Ernestina Menasalvas (Director) Doctorando: César A Ortiz Toro
1/1/2019
- 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
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
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
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
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
This researcher has no patents or software licenses.
Research groups
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Minería de Datos y Simulación (MIDAS)
Role: Miembro
Researcher profiles
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ORCID
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Publons
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