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Angel Mario Garcia Pedrero

Investigador Postdoctoral

Universidad Politécnica de Madrid

Pozuelo de Alarcón, España

Image analysis and processing; Object-based image analysis; Computer vision; Deep learning; Pattern recognition; Machine learning; Data mining; Remote sensing; Medical imaging.

Computación Avanzada para Ciencias e Ingenierías, Universidad Politécnica de Madrid. España, 2016
Ciencias Computacionales, Instituto Nacional de Astrofísica, Óptica y Electrónica. México, 2009
Sistemas Computacionales, Instituto Tecnológico de Villahermosa. Chile, 2006

Investigador Postdoctoral Full Time

Universidad Politécnica de Madrid

Pozuelo de Alarcón, España

2017 - 2018
Investigador Postdoctoral Full Time

Universidad de Valladolid

Soria, España

2018 - At present

NVIDIA GPU Grant

NVIDIA

Estados Unidos, 2018

High performance GPU provided by NVIDIA to support Artificial Intelligence research


Assessment of the spectral quality of fused images using the CIEDE2000 distance Rodríguez-Esparragón, Dionisio; Marcello, Javier; Gonzalo-Martín, Consuelo; García-Pedrero, Ángel; Eugenio, Francisco Article Computing (2018)
Supervoxels-Based Histon as a New Alzheimer's Disease Imaging Biomarker Ortiz Toro, Cesar A.; Gonzalo-Martin, Consuelo; Garcia-Pedrero, Angel; Menasalvas Ruiz, Ernestina Article ISI SENSORS (2018)
TS(2)uRF: A New Method for Sharpening Thermal Infrared Satellite Imagery Lillo-Saavedra, Mario; Garcia-Pedrero, Angel; Merino, Gabriel; Gonzalo-Martin, Consuelo Article ISI SCOPUS REMOTE SENSING (2018)
A machine learning approach for agricultural parcel delineation through agglomerative segmentation García-Pedrero, A.; Gonzalo-Martín, C.; Lillo-Saavedra, M. Article ISI SCOPUS INTERNATIONAL JOURNAL OF REMOTE SENSING (2017)
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 Article ISI Entropy (2017)
Daily Evapotranspiration Mapping Using Regression Random Forest Models Gonzalo-Martin C.; Lillo-Saavedra M.; Garcia-Pedrero A.; Lagos O.; Menasalvas E. Article ISI SCOPUS IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2017)
Fusion of High Resolution Multispectral Imagery in Vulnerable Coastal and Land Ecosystems Ibarrola-Ulzurrun, E.; Gonzalo-Martín, C.; Marcello-Ruiz, J.; García-Pedrero, A.; Rodriguez-Esparragón, D. Article WOS COre Collection ISI SENSORS (2017)
Geography of legal water disputes in Chile Costumero, R.; Sánchez, J.; García-Pedrero, A.; Rivera, D.; Lillo, M.; Gonzalo-Martín, C.; Menasalvas, E. Article ISI SCOPUS Journal of Maps (2017)
Object-based quality evaluation procedure for fused remote sensing imagery Rodríguez-Esparragón, D.; Marcello, J.; Eugenio-González, F.; García-Pedrero, A.; Gonzalo-Martín, C. Article WOS Core Collection ISI NEUROCOMPUTING (2017)
Legal disputes as a proxy for regional conflicts over water rights in Chile Rivera D.; Godoy-Faúndez, A.; Lillo M.; Alvez A.; Delgado, V; Gonzalo-Martín C.; Menasalvas, E; Costumero R.; García-Pedrero A. Article ISI SCOPUS JOURNAL OF HYDROLOGY (2016)
Local optimal scale in a hierarchical segmentation method for satellite images Gonzalo-Martín, C.; Lillo-Saavedra, M.; Menasalvas, E.; Fonseca-Luengo, D.; García-Pedrero, A.; Costumero, R. Article WOS Core Collection ISI Journal of Intelligent Information Systems (2016)
Scale-Aware Pansharpening Algorithm for Agricultural Fragmented Landscapes Lillo-Saavedra, Mario; Gonzalo-Martín, Consuelo; García-Pedrero, Angel; Lagos, Octavio Article ISI SCOPUS REMOTE SENSING (2016)
A GEOBIA Methodology for Fragmented Agricultural Landscapes García-Pedrero, A.; Gonzalo-Martín, C.; Fonseca-Luengo, D.; Lillo-Saavedra, M. Article WOS Core Collection ISI REMOTE SENSING (2015)
Superpixel-Based Roughness Measure for Multispectral Satellite Image Segmentation Ortiz Toro, C. A.; Gonzalo-Martín, C.; García-Pedrero, A.; Menasalvas Ruiz, E. Article WOS Core Collection ISI REMOTE SENSING (2015)


Optimal Scale in a Hierarchical Segmentation Method for Satellite Images D. Fonseca-Luengo; A. García-Pedrero; M. Lillo-Saavedra; R. Costumero,; E. Menasalvas Ruiz; C. Gonzalo-Martín; M. Kryszkiewicz; C. Cornelis; D. Ciucci; J. Medina-Moreno; H. Motoda; Z. W. Ras BookSection (2014)
Text Analysis and Information Extraction from Spanish Written Documents Costumero, R.; García-Pedrero, A.; Gonzalo-Martín, C.; Menasalvas Ruiz, E.; Millan, S.; D. S ?lezak; A.-H. Tan; J. F. Peters; L. Schwabe BookSection (2014)
Composite Recurrent Neural Networks for Long-Term Prediction of Highly-Dynamic Time Series Supported by Wavelet Decomposition Gomez-Gil, P.; García-Pedrero, A.; Ramirez-Cortes, J. M.; O. Castillo; J. Kacprzyk; W. Pedrycz. BookSection (2011)
Neural Networks and SVM-Based Classification of Leukocytes Using the Morphological Pattern Spectrum Ramirez-Cortes, J. M.; Gomez-Gil, P.; Alarcon-Aquino, V.; Gonzalez-Bernal, J.; Garcia-Pedrero, A.; P. Melin; J. Kacprzyk; W. Pedrycz BookSection (2010)


A Random Forest and Superpixels approach to sharpen thermal infrared satellite imagery Lillo-Saavedra, M; Garcia-Pedrero, A; Rodriguez-Esparragon, D; Gonzalo-Martin, C ConferencePaper ISI SCOPUS Proceedings of SPIE - The International Society for Optical Engineering (2017)
A web-based platform for remote sensing image annotation García-Pedrero, A.; Gonzalo-Martín, C.; Lillo-Saavedra, M.; Ortíz-Toro, C.; Kerle, N.; Gerke, M.; Lefevre, S. ConferencePaper (2016)
Deep Learning for superpixel-based classfication of remote sensing images Gonzalo-Martín, C.; García-Pedrero, A.; Lillo-Saavedra, M.; Menasalvas, E.; Kerle, N.; Gerke, M.; Lefevre, S. ConferencePaper (2016)
A machine learning approach for agricultural parcel delimitation through agglomerative segmentation García-Pedrero, A.; Gonzalo-Martín, C.; Lillo-Saavedra, M.; Ban, Y. ConferencePaper (2015)
An object approach to the assessment of the spatial quality of pan-sharpened remote sensing images Rodríguez-Esparragón, D.; Marcello-Ruiz, J.; Eugenio-González, F.; Garcia-Pedrero, A.; Gonzalo-Martín, C. ConferencePaper (2015)
Automatic identification of shrub vegetation of the Teide National Park Garcia-Pedrero, A.; Rodríguez-Esparragón, D.; Gonzalo-Martín, C.; Ibarrola, E.; Lillo-Saavedra, M.; Marcello, J. ConferencePaper (2015)
Delimitación de parcelas agrícolas mediante consenso de diversas segmentaciones García-Pedrero, A.; Gonzalo-Martín, C.; Rodríguez-Esparragón, D; Lillo-Saavedra, M.; Bustamante Díaz, J.; Díaz-Delgado, R.; Aragonés Borrego, D.; Afán Asencio, I.; García, D. ConferencePaper (2015)
Electronic Health Records Analytics: Natural Language Processing and Image Annotation Costumero, R.; Garcia-Pedrero, A.; Sánchez, I.; Gonzalo, C.; Menasalvas, E.; Mozo Velasco, A.; Hernando Esteban, A.; Gómez Canaval, S. ConferencePaper (2015)
Evapotranspiration mapping without thermal band using Random Forest Gonzalo-Martín, C.; Lillo-Saavedra, M.; García-Pedrero, A.; Fonseca-Luengo, D.; Lagos, O.; Menasalvas, E.; Ban, Y. ConferencePaper (2015)
Generación basada en objetos de mapas de la medida local de la calidad de imágenes fusionadas de Teledetección Rodríguez-Esparragón, E.; García-Pedrero, A; Marcello-Ruiz, J.; Gonzalo-Martín, C.; Eugenio-González, F.; Bustamante Díaz, J.; Díaz-Delgado, R.; Aragonés Borrego, D.; Afán Asencio, I.; García, D. ConferencePaper (2015)
Medida de la calidad espectral de imágenes fusionadas usando el algoritmo CIEDE2000 Rodríguez-Esparragón, E.; García-Pedrero, A; Gonzalo-Martín, C.; Marcello-Ruiz, J.; Eugenio-González, F.; Bustamante Díaz, J.; Díaz-Delgado, R.; Aragonés Borrego, D.; Afán Asencio, I.; García, D. ConferencePaper (2015)
Evaluation of the performance of spatial assessments of pansharpened images Rodríguez-Esparragón, D.; Marcello-Ruiz, J.; Medina-Machín, A.; Eugenio-González, F.; Gonzalo-Martín, C.; García-Pedrero, A. ConferencePaper IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium (2014)
Unsupervised multiscale ROIs determination for supervised thematic classification Gonzalo-Martín, C.; Lillo-Saavedra, M.; J. Gómez-Carpintero; García-Pedrero, A.; Menasalvas, E.; Lasaponara, R.; Masini, N.; Biscione, M. ConferencePaper (2013)
A strategy to improve quality and speed of multi-scale high-resolution image analysis through superpixels García-Pedrero, A.; Gonzalo-Martín, C.; Lillo-Saavedra, M.; Rodríguez- Esparragón, D.; Lasaponara, R.; Masini, N.; Biscione, M. ConferencePaper (2013)
Una metodología OBIA basada en superpíxeles García-Pedrero, A.; Gonzalo-Martín, C.; Lillo-Saavedra, M.; Fernandez-Renau González-Anleo, S.; de Miguel Llanes, E. ConferencePaper (2013)
Time series forecasting using recurrent neural networks and wavelet reconstructed signals Garcia-Pedrero, A.; Gomez-Gil, P. ConferencePaper (2010)
A Feature Extraction Method Based on Morphological Operators for Automatic Classification of Leukocytes Gómez-Gil, P.; Ramírez-Cortés, M.; González-Bernal, J.; García-Pedrero, A.; Prieto-Castro, C. I.; Valencia, D.; Lobato, R.; Alonso, J. E. ConferencePaper (2008)