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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

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

Tree ring segmentation using UNEt TRansformer neural network on stained microsections for quantitative wood anatomy

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

Frontiers In Plant Science - 1/1/2023

10.3389/fpls.2023.1327163 View at source

  • ISSN 1664462X

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

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

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

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

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

Scale-Aware Pansharpening Algorithm for Agricultural Fragmented Landscapes

  • Lillo-Saavedra, Mario
  • Gonzalo-Martin, Consuelo
  • Garcia-Pedrero, Angel
  • Lagos, Octavio;

Remote Sensing - 1/10/2016

10.3390/rs8100870 View at source

  • ISSN 20724292

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

Sample-Size Determination Methodologies for Machine Learning in Medical Imaging Research: A Systematic Review

  • Balki I
  • Amirabadi A
  • Levman J
  • Martel AL
  • Emersic Z
  • Meden B
  • Garcia-Pedrero A
  • Ramirez SC
  • Kong D
  • Moody AR
  • Tyrrell PN
... View more Collapse

Canadian Association Of Radiologists Journal-Journal De L Association Canadienne Des Radiologistes (p. 344-353) - 1/11/2019

10.1016/j.carj.2019.06.002 View at source

  • ISSN 08465371

This researcher has no books.

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

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

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

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

Uso de tarjeta universitaria y tecnología móvil para el control de acceso a instalaciones universitarias y su posterior análisis en términos de rendimiento académicos y control de asistencia en clase

  • Alejandro Rodríguez González
  • Diego Fernandez Peces Barba
  • Francisco Borja Lorenzo Gomez
  • Luis Pulido Garcia Duarte
  • Angel García Pedrero
  • Ernestina Menasalvas
  • Consuelo Gonzalo Martín
  • Víctor Robles Forcada
  • Maria Boyer Lagos
  • Maria I Domecq Urquijo
  • Maria J Carrillo Troya
  • Juan L Esteban Uceda
... View more Collapse

Iv Congreso Internacional Sobre Aprendizaje, Innovación Y Competitividad (Cinaic 2017) (p. 131-136) - 4/10/2017

10.26754/cinaic.2017.000001_023 View at source

Use of machine learning to improve the robustness of spatial estimation of evapotranspiration

  • Fonseca-Luengo D
  • Lillo-Saavedra M
  • Lagos L
  • García-Pedrero A
  • Gonzalo-Martin C

14th Conference On Artificial Intelligence In Medicine, Aime 2013 (p. 237-245) - 1/1/2018

10.1007/978-3-319-75193-1_29 View at source

  • ISSN 16113349

Use of Machine Learning to Improve the Robustness of Spatial Estimation of Evapotranspiration

  • David Fonseca Luengo
  • Mario Lillo Saavedra
  • Octavio Lagos
  • Angel Garcia Pedrero
  • Consuelo Gonzalo Martin

Progress In Pattern Recognition, Image Analysis, Computer Vision, And Applications (p. 237-245) - 7/11/2017

  • 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

Una plataforma web interactiva para la anotación de imágenes de satélite mediante un enfoque basado en aprendizaje activo

  • A García Pedrero
  • C Gonzalo Martin
  • Mario Lillo Saavedra
  • D Rodriguez-Esparragón
  • L Pulido
  • C Ortiz
  • A Rodríguez González
... View more Collapse

Xvii Congreso De La Asociación Española De Teledetección: Teledetección. Nuevas Plataformas Y Sensores Aplicados A La Gestión Del Agua, La Agricultura Y El Medio Ambiente. (p. 451-454) - 3/10/2017

  • 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

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

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

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

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

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

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

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

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