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Author profile at the institutional portal

Garcia Pedrero, Angel Mario angelmario.garcia@upm.es

ARQUITECTURA Y TECNOLOGÍA DE SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

Seasonal crop water balance using harmonized Landsat-8 and Sentinel-2 time series data

  • Gavilán V
  • Lillo-Saavedra M
  • Holzapfel E
  • Rivera D
  • García-Pedrero A

Water (Water-Sui) - 1/11/2019

10.3390/w11112236 View at source

  • ISSN 20734441

Neural networks and SVM-based classification of leukocytes using the morphological pattern spectrum

  • Juan Manuel Ramirez Cortes
  • Pilar Gomez Gil
  • Vicente Alarcon Aquino
  • Jesus Gonzalez Bernal
  • Angel Garcia Pedrero

Studies In Computational Intelligence (p. 19-35) - 2/11/2010

10.1007/978-3-642-15111-8_2 View at source

  • ISSN 1860949X

Fusion of High Resolution Multispectral Imagery in Vulnerable Coastal and Land Ecosystems

  • Ibarrola-Ulzurrun, Edurne
  • Gonzalo-Martin, Consuelo
  • Marcello-Ruiz, Javier
  • Garcia-Pedrero, Angel
  • Rodriguez-Esparragon, Dionisio;

Sensors - 1/2/2017

10.3390/s17020228 View at source

  • ISSN 14248220

Supervoxels-based histon as a new Alzheimer’s disease imaging biomarker

  • Ortiz Toro C
  • Gonzalo Martín C
  • García-Pedrero A
  • Menasalvas Ruiz E

Sensors - 1/6/2018

10.3390/s18061752

  • ISSN 14248220
  • iMarina

Mapping Tree Canopy in Urban Environments Using Point Clouds from Airborne Laser Scanning and Street Level Imagery

  • Rodríguez-Puerta F
  • Barrera C
  • García B
  • Pérez-Rodríguez F
  • García-Pedrero AM

Sensors - 1/1/2022

10.3390/s22093269 View at source

  • ISSN 14248220

Superpixel-based roughness measure for multispectral satellite image segmentation

  • Toro C
  • Martín C
  • Pedrero Á
  • Ruiz E

Remote Sensing (p. 14620-14645) - 1/11/2015

10.3390/rs71114620 View at source

  • ISSN 20724292

The Outlining of Agricultural Plots Based on Spatiotemporal Consensus Segmentation

  • Garcia-Pedrero, Angel
  • Gonzalo-Martin, Consuelo
  • Lillo-Saavedra, Mario
  • Rodriguez-Esparragon, Dionisio;

Remote Sensing - 1/12/2018

10.3390/rs10121991 View at source

  • ISSN 20724292

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

TS(2)uRF: A New Method for Sharpening Thermal Infrared Satellite Imagery

  • Lillo-Saavedra, Mario
  • Garcia-Pedrero, Angel
  • Merino, Gabriel
  • Gonzalo-Martin, Consuelo;

Remote Sensing - 1/2/2018

10.3390/rs10020249 View at source

  • ISSN 20724292

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

This researcher has no books.

Composite Recurrent Neural Networks for Long-Term Prediction of Highly-Dynamic Time Series Supported by Wavelet Decomposition

  • Gomez-Gil P
  • Garcia-Pedrero A
  • Ramirez-Cortes J

Studies In Computational Intelligence (p. 253-268) - 1/1/2011

10.1007/978-3-642-15534-5_16 View at source

  • ISSN 1860949X

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

Mitosis Detection in Breast Cancer Using Superpixels and Ensemble Classifiers

  • Toro, CAO
  • Martín, CG
  • Pedrero, AG
  • Gonzalez, AR
  • Menasalvas, E

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

Intensive course on Deep Learning, 2017. International Summer School on Deep Learning

  • GARCIA PEDRERO, ANGEL MARIO

21/7/2017

  • iMarina

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

  • GARCIA PEDRERO, ANGEL MARIO

1/10/2017

  • iMarina

CARD-CONTROL: Uso del carné universitario para el control de alumnos y los usos de las instalaciones en la universidad

  • GARCIA PEDRERO, ANGEL MARIO

9/10/2017

  • iMarina

Structuring Machine Learning Projects

  • GARCIA PEDRERO, ANGEL MARIO

1/10/2017

  • iMarina

Machine Learning

  • GARCIA PEDRERO, ANGEL MARIO

1/12/2011

  • iMarina

Convolutional Neural Networks

  • GARCIA PEDRERO, ANGEL MARIO

1/11/2017

  • iMarina

Neural Networks and Deep Learning

  • GARCIA PEDRERO, ANGEL MARIO

29/6/2018

  • iMarina

Big Data in Medicine: Exploiting Unstructured Data

  • GARCIA PEDRERO, ANGEL MARIO

12/12/2018

  • iMarina

Patentes y derechos de autor: Lo que todo investigador debe saber

  • Tamayo Domínguez, Adrián

6/3/2018

  • iMarina

Making sense of science stories

  • GARCIA PEDRERO, ANGEL MARIO

29/6/2017

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

IASIS: Integration and analysis of heterogeneous big data for precision medicine and suggested treatments for different type of patients

  • Provencio Pulla, Mariano (Investigador/a)

Period: 03-04-2017 - 30-06-2020

Type of funding: International

Amount of funding: 456250,00 Euros.

  • iMarina

Integrated supportive services to enhance functional

  • GARCIA PEDRERO, ANGEL MARIO (Participante)
  • POZO GUERRERO, Francisco del (Investigador principal (IP))
  • GONZALO MARTIN, CONSUELO (Participante)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)
  • MENASALVAS RUIZ, ERNESTINA (Participante)
  • ORTIZ TORO, CESAR ANTONIO (Participante)

Period: 01-01-2017 - 31-12-2017

Type of funding: International

Amount of funding: 100600,00 Euros.

  • iMarina

Water Research Center for Agriculture and Minin

  • Eduardo Holzapfel Hoces
  • Fernando Concha Arcil
  • Roberto Urrutia
  • José Luis Arumí
  • Ricardo Barra
  • Pedro Toledo Ramírez
  • Gladys Vidal Sáez
  • Alex Schwarz Kush (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)
... View more Collapse

Period: 15-10-2013 - 14-10-2018

Type of funding: International

Amount of funding: 900000,00 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

Procesado Avanzado De Datos De Teledeteccion Para La Monitorizacion Y Gestion Sostenible De Recursos Marinos Y Terrestres En Ecosistemas Vulnerables (ARTEMISAT 2)

  • Francisco Javier Marcello Ruiz (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)

Period: 30-12-2016 - 30-12-2019

Type of funding: National

Amount of funding: 177870,00 Euros.

  • iMarina

Desarrollo de un módulo para la anotación automática de parcelas agrícolas mediante técnicas de minería de datos

  • Consuelo Gonzalo Martin (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)

Period: 01-03-2016 - 01-03-2017

Amount of funding: 5100,00 Euros.

  • iMarina

Análisis de Recursos Terrestres y Marinos mediante el Procesado de Imágenes de Satélites de Alta Resolucion

  • Francisco Javier Marcello Ruiz (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)

Period: 01-06-2014 - 31-05-2017

Type of funding: National

Amount of funding: 65000,00 Euros.

  • iMarina

Estudio de re-análisis de imágenes y correlación entre los cambios metabólicos objetivados por PET/CT y las mutaciones conocidas en el cáncer de pulmón no célula pequeña (CPNCP)

  • Consuelo Gonzalo Martin (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)

Period: 01-01-2014 - 31-12-2017

Type of funding: National

Amount of funding: 101035,00 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

Plataforma Integral de bajo coste para la monitorización y ayuda de pacientes de enfermedades neurodegenerativas graves en capacidades mentales.

  • GONZALO MARTIN, CONSUELO (Participante)
  • MENASALVAS RUIZ, ERNESTINA (Participante)
  • BERMEJO RODRIGUEZ, GUZMAN (Miembro del equipo de trabajo)
  • GARCIA PEDRERO, ANGEL MARIO (Miembro del equipo de trabajo)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))

Period: 07-03-2016 - 31-03-2018

Type of funding: National

Amount of funding: 76592,00 Euros.

  • iMarina

Open Tools for Dendrochronology: Advances in Sample Digitization and Deep Learning Methods for Image Segmentation

  • Vicente Rozas Ortíz (Codirector)
  • GARCIA PEDRERO, ANGEL MARIO (Codirector) Doctorando: Miguel García Hidalgo

8/11/2022

  • iMarina

Modelo multi-generativo basado en redes generativas adversarias para reducir el colapso de modo

  • Jesús Ricardo Sevilla Escoboza (Codirector)
  • GARCIA PEDRERO, ANGEL MARIO (Codirector) Doctorando: Miguel Salvador Soriano García

16/2/2024

  • iMarina

This researcher has no patents or software licenses.

Last data update: 8/28/24 4:30 PM