Gonzalo Martin, Consuelo consuelo.gonzalo@upm.es

Publications

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;
... View more Collapse

Remote Sensing - 22/9/2022

10.3390/rs14184622 View at source

  • ISSN 20724292

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;
... View more Collapse

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;
... View more Collapse

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

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

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
... View more Collapse

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

10.1109/iwobi47054.2019.9114397 View at source

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

10.1109/iwobi47054.2019.9114455 View at source

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

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
... View more Collapse

Proc Ieee Int Symp Comput Based Med Syst (p. 69-74) - 1/6/2019

10.1109/cbms.2019.00025 View at source

  • ISSN 23729198

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

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

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

10.1109/igarss.2018.8518308 View at source

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

Obtención de Ortofotografía Color Histórica a partir de Radiometría de Imágenes de Satélite

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

Period: From 15-10-2008

  • 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

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