RDF/XML JSON-LD N3/Turtle RDF/JSON
Author profile at the institutional portal

Gonzalo Martin, Consuelo consuelo.gonzalo@upm.es

ARQUITECTURA Y TECNOLOGÍA DE SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

Multi-scale RoIs selection for classifying multi-spectral images

  • Seal, Ayan
  • Garcia-Pedrero, Angel
  • Bhattacharjee, Debotosh
  • Nasipuri, Mita
  • Lillo-Saavedra, Mario
  • Menasalvas, Ernestina
  • Gonzalo-Martin, Consuleo;
... View more Collapse

Multidimensional Systems And Signal Processing (p. 745-769) - 1/4/2020

10.1007/s11045-019-00684-1 View at source

  • ISSN 09236082

Fuzzy c-means clustering using Jeffreys-divergence based similarity measure

  • Seal, Ayan
  • Karlekar, Aditya
  • Krejcar, Ondrej
  • Gonzalo-Martin, Consuelo;

Applied Soft Computing - 1/3/2020

10.1016/j.asoc.2019.106016 View at source

  • ISSN 15684946

Convolutional neural networks for segmenting xylem vessels in stained cross-sectional images

  • Garcia-Pedrero, Angel
  • Garcia-Cervigon, Ana I.
  • Olano, Jose M.
  • Garcia-Hidalgo, Miguel
  • Lillo-Saavedra, Mario
  • Gonzalo-Martin, Consuelo
  • Caetano, Cristina
  • Calderon-Ramirez, Saul;
... View more Collapse

Neural Computing & Applications (p. 17927-17939) - 1/12/2020

10.1007/s00521-019-04546-6 View at source

  • ISSN 14333058

A satellite-based ex post analysis of water management in a blueberry orchard

  • Holzapfel, Eduardo
  • Lillo-Saavedra, Mario
  • Rivera, Diego
  • Gavilan, Viviana
  • Garcia-Pedrero, Angel
  • Gonzalo-Martin, Consuelo;

Computers And Electronics In Agriculture - 1/1/2020

10.1016/j.compag.2020.105635 View at source

  • ISSN 01681699

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

Temporal dynamic analysis of a mountain ecosystem based on multi-source and multi-scale remote sensing data

  • Ibarrola-Ulzurrun E
  • Marcello J
  • Gonzalo-Martín C
  • Martín-Esquivel J

Ecosphere - 1/6/2019

10.1002/ecs2.2708 View at source

  • ISSN 21508925

Fuzzy K-Means Using Non-Linear S-D stance

  • Karlekar, Aditya
  • Seal, Ayan
  • Krejcar, Ondrej
  • Gonzalo-Martin, Consuelo;

Ieee Access (p. 55121-55131) - 1/1/2019

10.1109/access.2019.2910195 View at source

  • ISSN 21693536

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

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

Profiling Lung Cancer Patients Using Electronic Health Records

  • Menasalvas Ruiz, Ernestina
  • Manuel Tunas, Juan
  • Bermejo, Guzman
  • Gonzalo Martin, Consuelo
  • Rodriguez-Gonzalez, Alejandro
  • Zanin, Massimiliano
  • Gonzalez de Pedro, Cristina
  • Mendez, Marta
  • Zaretskaia, Olga
  • Rey, Jesus
  • Parejo, Consuelo
  • Cruz Bermudez, Juan Luis
  • Provencio, Mariano;
... View more Collapse

Journal Of Medical Systems - 1/7/2018

10.1007/s10916-018-0975-9

  • ISSN 01485598
  • iMarina

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.

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

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.

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)
... 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

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