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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

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

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

  • ISSN 14333058

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

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

rho-MtreeRing: A Graphical User Interface for X-ray Microdensity Analysis

  • Garcia-Hidalgo, Miguel
  • Garcia-Pedrero, angel M.
  • Caetano-Sanchez, Cristina
  • Gomez-Espana, Marcos
  • Lillo-Saavedra, Mario
  • Olano, Jose Miguel;

Forests - 1/10/2021

10.3390/f12101405 View at source

  • ISSN 19994907

Satellite data and machine learning reveal the incidence of late frost defoliations on Iberian beech forests

  • Olano JM
  • García-Cervigón AI
  • Sangüesa-Barreda G
  • Rozas V
  • Muñoz-Garachana D
  • García-Hidalgo M
  • García-Pedrero Á
... View more Collapse

Ecological Applications - 1/4/2021

10.1002/eap.2288 View at source

  • ISSN 10510761

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

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

CaptuRING: A do-it-yourself tool for wood sample digitization

  • Garcia-Hidalgo, Miguel
  • Garcia-Pedrero, Angel
  • Colon, Daniel
  • Sanguesa-Barreda, Gabriel
  • Garcia-Cervigon, Ana, I
  • Lopez-Molina, Juan
  • Hernandez-Alonso, Hector
  • Rozas, Vicente
  • Miguel Olano, Jose
  • Alonso-Gomez, Victor;
... View more Collapse

Methods In Ecology And Evolution (p. 1185-1191) - 1/6/2022

10.1111/2041-210x.13847 View at source

  • ISSN 2041210X

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

  • 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 Feature Extraction Method Based on Morphological Operators for Automatic Classification of Leukocytes

  • P Gómez-Gil
  • M Ramírez-Cortés
  • J González-Bernal
  • Á García-Pedrero
  • C I Prieto-Castro
  • D Valencia
  • R Lobato
  • J E Alonso
... View more Collapse

Artificial Intelligence, 2008. Micai '08. Seventh Mexican International Conference On (p. 227-232) - 27/10/2008

  • iMarina

A feature extraction method based on morphological operators for automatic classification of leukocytes

  • Gómez-Gil P
  • Ramírez-Cortés M
  • González-Bernal J
  • Pedrero A
  • Prieto-Castro C
  • Valencia D
  • Lobato R
  • Alonso J
... View more Collapse

7th Mexican International Conference On Artificial Intelligence - Proceedings Of The Special Session, Micai 2008 (p. 227-232) - 29/12/2008

10.1109/micai.2008.41 View at source

Time series forecasting using recurrent neural networks and wavelet reconstructed signals

  • A Garcia-Pedrero
  • P Gomez-Gil

Electronics, Communications And Computer (Conielecomp), 2010 20th International Conference On (p. 169-173) - 22/2/2010

  • iMarina

Time series forecasting using recurrent neural networks and wavelet reconstructed signals

  • Garcia-Pedrero A
  • Gomez-Gil P

Conielecomp 2010 - 20th International Conference On Electronics Communications And Computers (p. 169-173) - 24/5/2010

10.1109/conielecomp.2010.5440775 View at source

Machine Learning

  • GARCIA PEDRERO, ANGEL MARIO

1/12/2011

  • iMarina

Coding the Matrix: Linear Algebra through Computer Science Applications

  • GARCIA PEDRERO, ANGEL MARIO

1/1/2013

  • iMarina

Una metodología OBIA basada en superpíxeles

  • A García-Pedrero
  • C Gonzalo-Martín
  • Lillo-Saavedra

Xv Congreso De La Asociación Española De Teledetección: Teledetección. Sistemas Operacionales De Observación De La Tierra - 22/10/2013

  • iMarina

Unsupervised multiscale ROIs determination for supervised thematic classification.

  • C Gonzalo-Martín
  • M Lillo-Saavedra
  • J Gómez-Carpintero
  • A García-Pedrero
  • E Menasalvas

33rd Earsel Symposium Conference: Towards Horizon 2020: Earth Observation And Social Perspectives (p. 783-790) - 3/6/2013

  • iMarina

A strategy to improve quality and speed of multi-scale high-resolution image analysis through superpixels

  • A García-Pedrero
  • C Gonzalo-Martín
  • M Lillo-Saavedra
  • D Rodríguez-Esparragón

33rd Earsel Symposium Conference: Towards Horizon 2020: Earth Observation And Social Perspectives (p. 753-760) - 3/6/2013

  • iMarina

Intensive course on Image Mining, 2013. "Image mining and information extraction from multi-source data"

  • GARCIA PEDRERO, ANGEL MARIO

31/8/2013

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

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

AQUASAT: Un servicio integrado para el manejo sitio-especifico del agua de riego

  • Mario Fernando Lillo Saavedra (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)

Period: 01-08-2010 - 22-12-2013

Type of funding: International

Amount of funding: 297867,00 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

Nuevas estrategias de procesado de datos multi-sensor para la estimación y visualización de mapas de evapotranspiración de cultivos multiresolución

  • Consuelo Gonzalo Martín
  • Mario Lillo Saavedra (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)

Period: 01-03-2013 - 01-03-2013

  • 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

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

Desarrollo de una plataforma para la anotación de imágenes de satélite

  • Consuelo Gonzalo Martín
  • Mario Lillo Saavedra (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)

Period: 25-02-2015 - 01-02-2016

  • iMarina

PAPHOS: Platform for advanced prescriptive health operational system

  • Atos Spain SAE (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)

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

Amount of funding: 100500,00 Euros.

  • iMarina

FACET-2016: Frailty care and well function

  • Francisco Del Pozo Guerrero (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)

Period: 01-01-2016 - 31-12-2018

Amount of funding: 131550,00 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

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

This researcher has no patents or software licenses.

Last data update: 4/9/24 1:13 AM