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
Textural features for automatic detection and categorisation of pneumonia in chest X-ray images
- Ortiz-Toro CA
- Garcia-Pedrero A
- Lillo-Saavedra M
- Gonzalo-Martin C
Proceedings Of The Ieee Symposium On Computer-Based Medical Systems (p. 19-24) - 1/1/2022
10.1109/cbms55023.2022.00011 View at source
- ISSN 10637125
ASSESSING POROSITY MORPHOLOGY IN COMPOSITE MATERIALS BY ANALYSIS OF FREQUENCY RESPONSE
- Caballero-Garzon JI
- Cosarinsky G
- Camacho J
- Menasalvas E
- Gonzalo-Martin C
- Sket F
- González C
Eccm 2022 - Proceedings Of The 20th European Conference On Composite Materials: Composites Meet Sustainability (p. 483-491) - 1/1/2022
- iMarina
Multisensor fusion for the accurate classification of vegetation in complex ecosystems
- Marcello J
- Rodriguez-Esparragon D
- Ibarrola-Ulzurrun E
- Gonzalo-Martin C
Iwobi 2019 - Ieee International Work Conference On Bioinspired Intelligence, Proceedings (p. 81-86) - 1/7/2019
Estimation of wind intensity data from reanalysis data using a shallow neural network
- Rodriguez-Esparragon D
- Marcello J
- Betancort NM
- Gonzalo-Martin C
Iwobi 2019 - Ieee International Work Conference On Bioinspired Intelligence, Proceedings (p. 87-92) - 1/7/2019
Radiomics Textural Features Extracted from Subcortical Structures of Grey Matter Probability for Alzheimers Disease Detection.
- César Antonio Ortiz Toro
- Nuria Gutiérrez Sánchez
- Consuelo Gonzalo-Martín
- Roberto Garrido García
- Alejandro Rodriguez González
- Ernestina Menasalvas Ruiz
Proc Ieee Int Symp Comput Based Med Syst (p. 391-397) - 1/6/2019
10.1109/cbms.2019.00084 View at source
- ISSN 23729198
- iMarina
- iMarina
Recognition of Time Expressions in Spanish Electronic Health Records
- Marjan Najafabadipour
- Massimiliano Zanin
- Alejandro Rodríguez-González
- Consuelo Gonzalo-Martín
- Beatriz Nuñez García
- Virginia Calvo
- Juan Luis Cruz Bermudez
- Mariano Provencio
- Ernestina Menasalvas
Proc Ieee Int Symp Comput Based Med Syst (p. 69-74) - 1/6/2019
10.1109/cbms.2019.00025 View at source
- ISSN 23729198
- iMarina
- iMarina
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
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
- iMarina
- iMarina
Classification Using Unmixing Models in Areas with Substantial Endmember Variability
- Ibarrola-Ulzurrun E
- Drumetz L
- Chanussot J
- Marcello J
- Gonzalo-Martin C
Workshop On Hyperspectral Image And Signal Processing, Evolution In Remote Sensing - 1/9/2018
10.1109/whispers.2018.8747096 View at source
- ISSN 21586276
Mining Electronic Health Records: Challenges and Impact
- Menasalvas E
- Rodriguez-González A
- Gonzalo C
Proceedings - 14th International Conference On Signal Image Technology And Internet Based Systems, Sitis 2018 (p. 747-754) - 2/7/2018
10.1109/sitis.2018.00119 View at source
- iMarina
- iMarina
Evaluation of hyperspectral classification maps in heterogeneous ecosystem
- Ibarrola-Ulzurrun E
- Marcello J
- Gonzalo-Martin C
- Chanussot J
International Geoscience And Remote Sensing Symposium (Igarss) (p. 5764-5767) - 31/10/2018
This researcher has no working papers.
This researcher has no technical reports.
Desarrollo de Nuevas Estrategias de Fusión de Imágenes basadas en Objetos para la Estimación de Demanda Hídrica en Agricultura
- Consuelo Gonzalo (Investigador principal (IP))
- GONZALO MARTIN, CONSUELO (Investigador/a)
Period: 01-01-2011 - 31-12-2011
- iMarina
Toward New Object Based fusion Images Strategies
- Mario Lillo Saavedra
- Consuelo Gonzalo Martín (Investigador principal (IP))
- GONZALO MARTIN, CONSUELO (Investigador/a)
Period: 01-01-2011 - 31-12-2012
- iMarina
Diseño y Evaluación de Nuevas Estrategias de Fusión de Imágenes de Satélite. Una Aplicación al manejo de Sitio Específico en la Agricultura
- Mario Lillo Saavedra
- Consuelo Gonzalo Martín (Investigador principal (IP))
- GONZALO MARTIN, CONSUELO (Investigador/a)
Period: 01-04-2010 - 12-06-2010
- iMarina
Red Nacional de Teledetección Ambiental (RNTA)
- Emilio Chuvieco
- Consuelo Gonzalo Martín (Investigador principal (IP))
- GONZALO MARTIN, CONSUELO (Coordinador/a científico/a)
Period: 01-04-2010 - 30-03-2011
Type of funding: National
Amount of funding: 8000,00 Euros.
- iMarina
Metodología para la elaboración de un sistema de alarmas de incendios en tiempo real a partir de datos del sensor MODIS válida para Asturias
- Carmen Recondo González
- Consuelo Gonzalo Martín (Investigador principal (IP))
- GONZALO MARTIN, CONSUELO (Investigador/a)
Period: 01-02-2010 - 31-01-2013
Amount of funding: 22833,00 Euros.
- iMarina
Estimación de Demandas Hidricas Mediante Sensores Remotos. Una Herramienta al Manejo de Agua en la Agricultura
- Eduardo Antonio Holzapfel Hoces (Investigador principal (IP))
- GARCIA PEDRERO, ANGEL MARIO (Investigador/a)
Period: 22-12-2010 - 22-12-2013
Type of funding: National
Amount of funding: 785421,00 Euros.
- iMarina
Estudio de Algoritmos para la Detección de Cambios del Estado Trófico en Sistemas Lenticos
- Consuelo Gonzalo Martin (Investigador principal (IP))
- GONZALO MARTIN, CONSUELO (Investigador/a)
Period: 10-01-2009 - 31-12-2019
- iMarina
ENVIRONEWS. Servicio de información multimedia online de cartografía temática y análisis medioambientales.
- M.Estibaliz Martinez Izquierdo (Investigador principal (IP))
- GONZALO MARTIN, CONSUELO (Investigador/a)
Period: 22-09-2008 - 31-12-2010
Type of funding: National
- iMarina
CARTOCAMBIOS: Sistema Semi-Automatizado y Cooperativo para Actualizar Cartografía
- Consuelo Gonzalo Martin (Investigador principal (IP))
- GONZALO MARTIN, CONSUELO (Investigador/a)
Period: 07-07-2008 - 06-07-2011
Type of funding: National
- 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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