Consuelo Gonzalo Martín
Tagline:Catedrática de la Universidad Politécnica de Madrid en Universidad Politécnica de Madrid
Madrid, Spain
Biography
Degree in Physics from the University of Salamanca (1986) and Ph.D. in Physics from the Complutense University of Madrid (1990). She is attached to the Department of Architecture and Technology of Computer Systems of the Universidad Politécnica de Madrid (UPM) and has been teaching for more than 30 years under the following modalities: (i) Assistant Professor (1990-1993), (ii) Associated Professor (1993-2019) and (iii) Full Professor (since October 2019).
Her research activity is carried out at the Biomedical Technology Center of the UPM. Her main lines of research are focused on medical and earth observation image processing and remote sensing. As outstanding merits in the research field, she has 4 positive evaluations by the National Commission for the Evaluation of Research Activity (sexenios of research) and 1 of Technology Transfer. She has been principal investigator of five projects of the National Plan and three European projects (accumulated time as PI: more than 15 years). She has also participated as a researcher in 58 other competitive projects: 7 international (non-European), 15 European, 17 National, 2 Regional, 10 UPM-funded, 8 corporate contracts (Art. 83), and 6 from other calls.
She has participated in the registration of an industrial property title: Method for Inspecting the Volume of a Composite Component, Apparatus for Inspecting the Composite Component, and a Computer Program (P202330360, Spain, Community of Madrid) Date of Grant: 07/11/2023. And in Software registration: Plataforma Integral de Bajo Coste para la Monitorización y Ayuda de Pacientesde Enfermedades Neurodegenerativas (NDMONITOR-RTC-2016-4922-1).
Regarding scientific production, she has published 55 articles in JCR indexed journals (27 Q1, 20 Q2, 5 Q3, and 3 Q4), 28 articles indexed in Scopus and SJR, 5 book chapters, and more than 50 publications in international and national congresses. Her h-index is 25 and her i10 is 66 with a total of 2332 citations (last access 04/12/2025).
Throught her academyc career she has get the next awwards: (i) Recognized as a Distinguished Visitor by the University of Concepción, Chile (2015); (ii) Member of the a finalist team in the XII Business Creation Competition (ActaUPM, 2015); and Expo-Optica award to the best thesis in the optical area (Comunidad de Madrid 1990).
In addition, she has supervised 10 doctoral theses. Member of the Spanish Association of Remote Sensing since 1996 and Secretary of this association (2005-2011). Currently, she is Associate Editor of the Revista Nacional de Teledetección.
Education
Dra. Ciencias Físicas
from: 1987, until: 1989Field of study:Física, OpticaSchool:Universidad Complutense de Madrid
Licenciada en Ciencias Físicas
from: 1981, until: 1986Field of study:Física TeóricaSchool:Universidad de Salamanca
Work Experiences
Secretaría Académica de la Escuela Técnica Superior de Ingenieros Informáticos (UPM)
from: 2025, until: presentOrganization:Universidad Politécnica de MadridLocation:Madrid, Comunidad de Madrid, España
Directora del Departamento de Arquitectura y Tecnología de Sistemas Informáticos
from: 2021, until: 2023Organization:Universidad Politécnica de MadridLocation:Madrid, Comunidad de Madrid, España
Catedrática de la Universidad Politécnica de Madrid
from: 2019, until: presentOrganization:Universidad Politécnica de Madrid
Secretaria del Centro de Tecnología Biomédica
from: 2016, until: 2020Organization:Universidad Politécnica de MaridLocation:Pozuelo de Alarcón, Madrid, España
Vicedecana de Investigación y Postgrado
from: 2008, until: 2012Organization:Universidad Politécnica de MadridLocation:Facultad de Informática
Profesora Titular de Universidad
from: 1993, until: 2019Organization:Universidad Politécnica de MadridLocation:Departamento de Arquitectura y Tecnología de Sistemas Inf., Fac. de Informática
Beca Postdoctoral
from: 1991, until: 1991Organization:UC San Diego
Description:Durante el año que estuve en la UCSD, en el departamento Electrical Engineering, mi trabajo se centro en la realización optoelectrónica de redes neuronales estocásticas, como por ejemplo, la Máquina de Boltzmann.
Profesora Titular (interina)
from: 1989, until: 1993Organization:Universidad Politécnica de Madrid
Becaria
from: 1987, until: 1988Organization:Consejo Superior de Investigaciones CientíficasLocation:Instituto de Optica
Description:Durante mi estancia en el CSIC, desarrolle mi trabajo de Tesis Doctoral en el área del procesado Óptico y Digital de Imágenes. En ella, desarrolle un procesador híbrido óptico-digital para filtrar imágenes de forma espacialmente variante, mediante la aplicación de diferentes filtros a la Transformada de Wigner de las imágenes que se querían filtrar.
Honors & Awards
Premio Proyecto de Investigación Internacional de la UPM
date: 2020-12-14Mención Visita Distinguida Universidad de Concepción (Chile)
date: 2015-11-11PremioExpo-Óptica a la mejor Tesis en el ámbito de la Óptica
date: 1990-06-15
Patents
Método de inspección de un volumen de un componente compuesto, aparato para inspeccionar el componente compuesto y un programa de ordenador P202330360
Date: Nov 2023
Status:Issued.
Research Projects
Análisis del cambio global en los Parques Nacionales Macaronésicos mediante teledetección multiplataforma y nuevas metodologías de procesado de datos.
date: 2022Organization:Universidad de las Palmas de Gran Canarias, Universidad Politécnica de Madrid, Universidad Politécnica de Cataluña, Universidad de Concepción (Chile), Universidad de Pavia (Italia)
Description:El objetivo principal de este proyecto es analizar el impacto del cambio global en los Parques Nacionales Macaronésicos a través del desarrollo y validación de nuevas metodologías de procesado de datos de teledetección multiplataforma, enfocándose en generar cartografías detalladas de la cubierta vegetal mediante estrategias avanzadas de análisis de imágenes satelitales y drones, aplicadas a todos los Parques Macaronésicos del archipiélago canario. Financiado por la Red de Parques Nacionales
ECVFireDisturbance:Fire_cci (Phase 1, Phase 2 and Phase 3)
date: 2019Organization:Universidad de Alcala, Universidad Politécnica de Madrid, ...
Description:The project team, led by University of Alcala (Spain), focuses on the following issues relating to Fire disturbance:
Analysis and specification of scientific requirements relating to climate
Development and improvement of pre-processing and burned area algorithms
Inter-comparison and selection of burned area algorithms
System prototyping and production of burned area datasets
Product validation and product assessment
Este proyecto está financiado por la ESAPrediction of Diseases through Computer Assisted Diagnosis System Using Images Captured by Minimally-invasive and Non-invasive Modalities
date: 2019Organization:Pandit Dwarka Prasad Mishra Indian Institute of Information Technology, Design and Manufacturing (IITDM) y Universidad Politécnica de Madrid
BigMedilytics: Big Data for Medical Analytics
date: 2018Organization:Unión Europea
CUREX:seCUreandpRivatehEalthdataeXchange
date: 2018Organization: UNIVERSITY OF PIRAEUS, Universidad Politécnica de Madrid, ....
Description:Reliable digital information and communication infrastructures are important for healthcare providers. In this context, the EU-funded CUREX project will make it possible for healthcare providers to assess the realistic cybersecurity and privacy risks they are exposed to and suggest mathematically optimal strategies for addressing these risks with safeguards tailored specifically for each business case and application. Specifically, CUREX is setting up a decentralised architecture enhanced with a private blockchain infrastructure that ensures the integrity of the risk assessment process and of all data transactions that occur between the diverse range of stakeholders involved. The results of this project will boost data security in various situations, from remote healthcare and patient cross-border mobility to data exchanges for research.
IASIS: Integration and analysis of heterogeneous big data for precision medicine and suggested treatments for different type of patients
date: 2017Organization:NCSR “Demokritos”
Cross-CPP: Ecosystem for Services based on integrated Cross-sectorial Data Streams from multiple Cyber Physical Products and Open Data Sources
date: 2017Organization:INSTITUT FÜR ANGEWANDTE SYSTEMTECHNIK BREMEN GMBH
BDVe: Big Data Value ecosystem
date: 2017Organization:Big Data Value Association
HBP. HUMAN BRAIN PROJECT. Subproyecto Tools for Structural Data Analysis
date: 2013Estimación de Demandas Hídricas mediante Sensores Remotos. Una Herramienta al Manejo de Agua en la Agricultura
date: 2011
Publications
Sociohydrological Agent Besed Modeling Framework for Identifying and Addressing Water Conflicts
DocumentPublisher:Copernicus GmbHDate:2025Authors:Mario Lillo-SaavedraMarcela Salgado-VargasMarcelo Somos-ValenzuelaDiego RiveraConsuelo Gonzalo-MartínÁngel García-PedreroMeryeme BoumahdiAlfonso FernandezA new benchmark for spatiotemporal fusion of Sentinel-2 and Sentinel-3 OLCI images
Journal ArticlePublisher:Earth Science InformaticsDate:2025Authors:Meryeme BoumahdiAngel García-PedreroMario Lillo-SaavedraConsuelo Gonzalo-MartinMultisource Topographic-Enhanced Cloud Removal for Remote Sensing in Mountainous Landscapes
Journal ArticlePublisher:. IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingDate:2025Authors:Bouhmadi, MGonzalo-Martín, C.Lillo-Saavedra, M.Somos-Valenzuela, M.Garcia-Pedrero, A.Multi input-Multi output 3D CNN for dementia severity assessment with incomplete multimodal data
Journal ArticlePublisher:Artificial Intelligence in MedicineDate:2024Authors:Michela GravinaAngel Garcı́a-PedreroConsuelo Gonzalo-Martı́nCarlo SansonePaolo SodaAdjustment of Sentinel-3 Spectral Bands With Sentinel-2 to Enhance the Quality of Spatio-Temporally Fused Images
Journal ArticlePublisher:IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingDate:2024Authors:Meryeme BoumahdiAngel García-PedreroMario Lillo-SaavedraConsuelo Gonzalo-MartinA Random Forest Approach for Generating Daily Surface Reflectance Time Series Integrating MODIS and Sentinel Data
Conference PaperPublisher:IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing SymposiumDate:2024Authors:Meryeme BoumahdiConsuelo Gonzalo-MartinAngel Garcia-PedreroMario Lillo-SaavedraSocio-Hydrological Agent-Based Modeling as a Framework for Analyzing Conflicts Within Water User Organizations
Journal ArticlePublisher:WaterDate:2024Authors:Mario Lillo-SaavedraPablo Velásquez-CisternaÁngel García-PedreroMarcela Salgado-VargasDiego RiveraValentina Cisterna-RoaMarcelo Somos-ValenzuelaMeryeme BoumahdiConsuelo Gonzalo-MartínDecadal Variability of Dry Days in Central Chile
Journal ArticlePublisher:Earth Systems and EnvironmentDate:2024Authors:Daniela LatojaMario Lillo-SaavedraConsuelo Gonzalo-MartinAlex Godoy-FaúndezMarcelo Somos-ValenzuelaDiego RiveraParameter adaptive unit-linking pulse coupled neural network based MRI–PET/SPECT image fusion
Journal ArticlePublisher:Biomedical Signal Processing and ControlDate:2023Authors:Chinmaya PanigrahyAyan SealConsuelo Gonzalo-MartínPooja PathakAnand Singh JalalA Methodology to Automatically Segment 3D Ultrasonic Data Using X-ray Computed Tomography and a Convolutional Neural Network
Journal ArticlePublisher:Applied SciencesDate:2023Authors:Juan-Ignacio CaballeroGuillermo CosarinskyJorge CamachoErnestina MenasalvasConsuelo Gonzalo-MartinFederico Sket
Skills
- LaTeX
- Matlab
- Digital Image Processing
- Remote Sensing
- Artificial Neural Networks
- Data Fusion
- ENVI