Garcia Pedrero, Angel Mario angelmario.garcia@upm.es
Actividades
- Artículos 33
- Libros 0
- Capítulos de libro 4
- Congresos 49
- Documentos de trabajo 0
- Informes técnicos 0
- Proyectos de investigación 16
- Tesis dirigidas 1
- Patentes o licencias de software 0
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;
Agriculture (Switzerland) - 1/1/2022
10.3390/agriculture12101655 Ver en origen
- ISSN 03310965
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
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 Ver en origen
- ISSN 08465371
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 Ver en origen
- ISSN 01681699
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 Ver en origen
- ISSN 01681699
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 Ver en origen
- ISSN 00104825
Assessment of the spectral quality of fused images using the CIEDE2000 distance
- Rodriguez-Esparragon D
- Marcello J
- Eugenio-Gonzalez F
- Garcia-Pedrero A
- Gonzalo-Martin C
Computing (p. 1175-1188) - 1/11/2018
10.1007/s00607-018-0640-7 Ver en origen
- ISSN 0010485X
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
Ecological Applications - 1/4/2021
10.1002/eap.2288 Ver en origen
- ISSN 10510761
An Approximated Box Height for Differential-Box-Counting Method to Estimate Fractal Dimensions of Gray-Scale Images
- Panigrahy, Chinmaya
- Garcia-Pedrero, Angel
- Seal, Ayan
- Rodriguez-Esparragon, Dionisio
- Mahato, Nihar Kumar
- Gonzalo-Martin, Consuelo;
Entropy - 1/10/2017
10.3390/e19100534 Ver en origen
- ISSN 10994300
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 Ver en origen
- 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
Frontiers In Plant Science - 1/1/2023
10.3389/fpls.2023.1327163 Ver en origen
- ISSN 1664462X
Este/a investigador/a no tiene libros.
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
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
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 Ver en origen
- ISSN 1860949X
- iMarina
- iMarina
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 Ver en origen
- ISSN 16113349
Evaluation of the performance of spatial assessments of pansharpened images
- D Rodríguez-Esparragón
- J Marcello-Ruiz
- A Medina-Machín
- F Eugenio-González
- C Gonzalo-Martín
- A García-Pedrero
2014 Ieee Geoscience And Remote Sensing Symposium (p. 1619-1622) - 13/7/2014
- iMarina
An object approach to the assessment of the spatial quality of pan-sharpened remote sensing images
- Rodriguez-Esparragon D
- Marcello-Ruiz J
- Eugenio-Gonzalez F
- Garcia-Pedrero A
- Gonzalo-Martin C
2014 International Work Conference On Bio-Inspired Intelligence: Intelligent Systems For Biodiversity Conservation, Iwobi 2014 - Proceedings (p. 49-54) - 15/7/2015
Automatic identification of shrub vegetation of the Teide National Park
- Garcia-Pedrero, Angel
- Rodriguez-Esparragon, Dionisio
- Gonzalo-Martin, Consuelo
- Ibarrola, Edurne
- Lillo-Saavedra, Mario
- Marcello, Javier
2015 4th International Work Conference On Bioinspired Intelligence (Iwobi) (p. 55-59) - 15/7/2015
Assessment of the spectral quality of fused images using the CIEDE2000 distance
- D Rodriguez-Esparragon
- J Marcello
- F Eugenio-Gonzalez
- A Garcia-Pedrero
- C Gonzalo-Martin
2017 International Conference And Workshop On Bioinspired Intelligence (Iwobi) (p. 1-4) - 10/7/2017
- iMarina
A superpixel-based approach based on consensus for delineating agricultural plots
- Garcia-Pedrero A
- Gonzalo-Martin C
- Lillo-Saavedra M
- Rodriguez-Esparragon D
2017 International Work Conference On Bio-Inspired Intelligence: Intelligent Systems For Biodiversity Conservation, Iwobi 2017 - Proceedings - 19/7/2017
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
2018 Ieee International Work Conference On Bioinspired Intelligence, Iwobi 2018 - Proceedings (p. 1-9) - 12/9/2018
10.1109/iwobi.2018.8464184 Ver en origen
- iMarina
- 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
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 machine learning approach for agricultural parcel delimitation through agglomerative segmentation
- A García-Pedrero
- C Gonzalo-Martín
- M Lillo-Saavedra
35th Earsel Symposium Conference: European Remote Sensing - Progress, Challenges And Opportunities (p. 68-73) - 15/6/2015
- iMarina
Este/a investigador/a no tiene documentos de trabajo.
Este/a investigador/a no tiene informes técnicos.
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)
Ejecución: 01-03-2013 - 01-03-2013
- 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)
Ejecución: 30-12-2016 - 30-12-2019
Tipo: Nacional
Importe financiado: 177870,00 Euros.
- iMarina
PAPHOS: Platform for advanced prescriptive health operational system
- Atos Spain SAE (Investigador principal (IP))
- GARCIA PEDRERO, ANGEL MARIO (Investigador/a)
Ejecución: 01-01-2016 - 01-01-2017
Importe financiado: 100500,00 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)
Ejecución: 01-06-2014 - 31-05-2017
Tipo: Nacional
Importe financiado: 65000,00 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)
Ejecución: 15-10-2013 - 14-10-2018
Tipo: Internacional
Importe financiado: 900000,00 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)
Ejecución: 22-12-2010 - 22-12-2013
Tipo: Nacional
Importe financiado: 785421,00 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
Este/a investigador/a no tiene patentes o licencias de software.
Grupos de investigación
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Minería de Datos y Simulación (MIDAS)
Rol: Miembro
Perfiles de investigador/a
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ORCID
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Scopus Author ID