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ORCIDAngel García-Pedrero
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Books and Theses
- 2016
[b1]Angel García-Pedrero:
Spatio-temporal Analysis of Agricultural Landscape Images: A Superpixel-based Approach. Technical University of Madrid, Spain, 2016
Journal Articles
- 2024
- [j24]Michela Gravina, Angel García-Pedrero, Consuelo Gonzalo-Martín
, Carlo Sansone, Paolo Soda:
Multi input-Multi output 3D CNN for dementia severity assessment with incomplete multimodal data. Artif. Intell. Medicine 149: 102774 (2024) - [j23]Meryeme Boumahdi, Angel García-Pedrero, Mario Lillo-Saavedra, Consuelo Gonzalo-Martín:
Adjustment of Sentinel-3 Spectral Bands With Sentinel-2 to Enhance the Quality of Spatio-Temporally Fused Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 584-600 (2024) - 2023
- [j22]Miguel Garcia-Hidalgo, Ricardo Sevilla-Escoboza, Angel García-Pedrero:
Mssgan: Enforcing Multiple Generators to Learn Multiple Subspaces to Avoid the Mode Collapse. Mach. Learn. Knowl. Extr. 5(4): 1456-1473 (2023) - 2022
- [j21]César Antonio Ortiz Toro, Angel García-Pedrero, Mario Lillo-Saavedra, Consuelo Gonzalo-Martín:
Automatic detection of pneumonia in chest X-ray images using textural features. Comput. Biol. Medicine 145: 105466 (2022) - [j20]Bastian Morales, Angel García-Pedrero, Elizabet Lizama, Mario Lillo-Saavedra, Consuelo Gonzalo-Martín, Ningsheng Chen, Marcelo A. Somos-Valenzuela:
Patagonian Andes Landslides Inventory: The Deep Learning's Way to Their Automatic Detection. Remote. Sens. 14(18): 4622 (2022) - [j19]Francisco Rodríguez-Puerta, Carlos Barrera, Borja García, Fernando Pérez-Rodríguez, Angel García-Pedrero:
Mapping Tree Canopy in Urban Environments Using Point Clouds from Airborne Laser Scanning and Street Level Imagery. Sensors 22(9): 3269 (2022) - 2021
- [j18]Consuelo Gonzalo-Martín, Angel García-Pedrero, Mario Lillo-Saavedra:
Improving deep learning sorghum head detection through test time augmentation. Comput. Electron. Agric. 186: 106179 (2021) - [j17]Mario Lillo-Saavedra, Viviana Gavilán, Angel García-Pedrero, Consuelo Gonzalo-Martín, Felipe de la Hoz, Marcelo A. Somos-Valenzuela, Diego Rivera:
Ex Post Analysis of Water Supply Demand in an Agricultural Basin by Multi-Source Data Integration. Remote. Sens. 13(11): 2022 (2021) - 2020
- [j16]Eduardo Holzapfel, Mario Lillo-Saavedra, Diego Rivera, Viviana Gavilán, Angel García-Pedrero, Consuelo Gonzalo-Martín:
A satellite-based ex post analysis of water management in a blueberry orchard. Comput. Electron. Agric. 176: 105635 (2020) - [j15]Ayan Seal, Angel García-Pedrero, Debotosh Bhattacharjee, Mita Nasipuri, Mario Lillo-Saavedra, Ernestina Menasalvas, Consuelo Gonzalo-Martín:
Multi-scale RoIs selection for classifying multi-spectral images. Multidimens. Syst. Signal Process. 31(2): 745-769 (2020) - [j14]Angel García-Pedrero, Ana Garcia-Cervigon, Jose M. Olano, Miguel Garcia-Hidalgo, Mario Lillo-Saavedra, Consuelo Gonzalo-Martín, Cristina Caetano, Saúl Calderón Ramírez:
Convolutional neural networks for segmenting xylem vessels in stained cross-sectional images. Neural Comput. Appl. 32(24): 17927-17939 (2020) - 2019
- [j13]Angel García-Pedrero, Mario Lillo-Saavedra, Dionisio Rodríguez-Esparragón, Consuelo Gonzalo-Martín:
Deep Learning for Automatic Outlining Agricultural Parcels: Exploiting the Land Parcel Identification System. IEEE Access 7: 158223-158236 (2019) - 2018
- [j12]Dionisio Rodríguez-Esparragón, Javier Marcello, Consuelo Gonzalo-Martín, Angel García-Pedrero, Francisco Eugenio:
Assessment of the spectral quality of fused images using the CIEDE2000 distance. Computing 100(11): 1175-1188 (2018) - [j11]Mario Lillo-Saavedra, Angel García-Pedrero, Gabriel Merino, Consuelo Gonzalo-Martín:
TS2uRF: A New Method for Sharpening Thermal Infrared Satellite Imagery. Remote. Sens. 10(2): 249 (2018) - [j10]Angel García-Pedrero, Consuelo Gonzalo-Martín, Mario Lillo-Saavedra, Dionisio Rodríguez-Esparragón:
The Outlining of Agricultural Plots Based on Spatiotemporal Consensus Segmentation. Remote. Sens. 10(12): 1991 (2018) - [j9]César Antonio Ortiz, Consuelo Gonzalo-Martín, Angel García-Pedrero, Ernestina Menasalvas Ruiz:
Supervoxels-Based Histon as a New Alzheimer's Disease Imaging Biomarker. Sensors 18(6): 1752 (2018) - 2017
- [j8]Chinmaya Panigrahy, Angel García-Pedrero, Ayan Seal, Dionisio Rodríguez-Esparragón, Nihar Kumar Mahato, Consuelo Gonzalo-Martín:
An Approximated Box Height for Differential-Box-Counting Method to Estimate Fractal Dimensions of Gray-Scale Images. Entropy 19(10): 534 (2017) - [j7]Dionisio Rodríguez-Esparragón, Javier Marcello-Ruiz, Francisco Eugenio, Angel García-Pedrero, Consuelo Gonzalo-Martín:
Object-based quality evaluation procedure for fused remote sensing imagery. Neurocomputing 255: 40-51 (2017) - [j6]Edurne Ibarrola-Ulzurrun, Consuelo Gonzalo-Martín, Javier Marcello-Ruiz, Angel García-Pedrero, Dionisio Rodríguez-Esparragón:
Fusion of High Resolution Multispectral Imagery in Vulnerable Coastal and Land Ecosystems. Sensors 17(2): 228 (2017) - [j5]Consuelo Gonzalo-Martín, Mario Lillo-Saavedra, Angel García-Pedrero, Octavio Lagos, Ernestina Menasalvas:
Daily Evapotranspiration Mapping Using Regression Random Forest Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(12): 5359-5368 (2017) - 2016
- [j4]Consuelo Gonzalo-Martín, Mario Lillo-Saavedra, Ernestina Menasalvas, David Fonseca-Luengo, Angel García-Pedrero, Roberto Costumero:
Local optimal scale in a hierarchical segmentation method for satellite images - An OBIA approach for the agricultural landscape. J. Intell. Inf. Syst. 46(3): 517-529 (2016) - [j3]Mario Lillo-Saavedra, Consuelo Gonzalo-Martín, Angel García-Pedrero, Octavio Lagos:
Scale-Aware Pansharpening Algorithm for Agricultural Fragmented Landscapes. Remote. Sens. 8(10): 870 (2016) - 2015
- [j2]Angel García-Pedrero, Consuelo Gonzalo-Martín, David Fonseca-Luengo, Mario Lillo-Saavedra:
A GEOBIA Methodology for Fragmented Agricultural Landscapes. Remote. Sens. 7(1): 767-787 (2015) - [j1]César Antonio Ortiz Toro, Consuelo Gonzalo-Martín, Angel García-Pedrero, Ernestina Menasalvas Ruiz:
Superpixel-Based Roughness Measure for Multispectral Satellite Image Segmentation. Remote. Sens. 7(11): 14620-14645 (2015)
Conference and Workshop Papers
- 2024
- [c14]Meryeme Boumahdi, Consuelo Gonzalo-Martín, Angel García-Pedrero, Mario Lillo-Saavedra:
A Random Forest Approach for Generating Daily Surface Reflectance Time Series Integrating MODIS and Sentinel Data. IGARSS 2024: 9037-9040 - 2022
- [c13]César Antonio Ortiz Toro, Angel García-Pedrero, Mario Lillo-Saavedra, Consuelo Gonzalo-Martín:
Textural features for automatic detection and categorisation of pneumonia in chest X-ray images. CBMS 2022: 19-24 - 2018
- [c12]Luis Hernández-Callejo, Angel García-Pedrero, Víctor Alonso-Gómez:
A New Model for Short-Term Load Forecasting in an Industrial Park. ICSC-Cities 2018: 29-37 - [c11]Angel García-Pedrero, Ana Garcia-Cervigon, Cristina Caetano, Saúl Calderón Ramírez, Jose M. Olano, Consuelo Gonzalo-Martín, Mario Lillo-Saavedra, Miguel Garcia-Hidalgo:
Xylem Vessels Segmentation Through a Deep Learning Approach: a First Look. IWOBI 2018: 1-9 - 2017
- [c10]David Fonseca-Luengo, Mario Lillo-Saavedra, Luis Octavio Lagos, Angel García-Pedrero, Consuelo Gonzalo-Martín:
Use of Machine Learning to Improve the Robustness of Spatial Estimation of Evapotranspiration. CIARP 2017: 237-245 - [c9]Virginia Aparicio-Paniagua, Jorge Pérez-Muñoz, Alejandro Rodríguez González, Angel García-Pedrero, Juan Miguel Gómez-Berbís, Consuelo Gonzalo-Martín, Ernestina Menasalvas Ruiz, Giner Alor-Hernández:
Automatic Recording and Analysis of Somniloquy Through the Use of Mobile Devices to Support the Diagnosis of Psychological Pathologies. CITI 2017: 169-180 - [c8]Dionisio Rodríguez-Esparragón, Javier Marcello, Francisco Eugenio-Gonzalez, Angel García-Pedrero, Consuelo Gonzalo-Martín:
Assessment of the spectral quality of fused images using the CIEDE2000 distance. IWOBI 2017: 1-4 - [c7]César Antonio Ortiz Toro, Consuelo Gonzalo-Martín, Angel García-Pedrero, Alejandro Rodríguez González, Ernestina Menasalvas:
Mitosis Detection in Breast Cancer Using Superpixels and Ensemble Classifiers. PACBB 2017: 137-145 - 2015
- [c6]Dionisio Rodríguez-Esparragón, Javier Marcello-Ruiz, Francisco Eugenio-Gonzalez, Angel García-Pedrero, Consuelo Gonzalo-Martín:
An object approach to the assessment of the spatial quality of pan-sharpened remote sensing images. IWOBI 2015: 49-54 - [c5]Angel García-Pedrero, Dionisio Rodríguez-Esparragón, Consuelo Gonzalo-Martín, Edurne Ibarrola, Mario Lillo-Saavedra, Javier Marcello:
Automatic identification of shrub vegetation of the Teide National Park. IWOBI 2015: 55-60 - 2014
- [c4]Roberto Costumero, Angel García-Pedrero, Consuelo Gonzalo-Martín, Ernestina Menasalvas, Socorro Millán:
Text Analysis and Information Extraction from Spanish Written Documents. Brain Informatics and Health 2014: 188-197 - [c3]Dionisio Rodríguez-Esparragón, Javier Marcello-Ruiz, Anabella Medina Machín, Francisco Eugenio-Gonzalez, Consuelo Gonzalo-Martín, Angel García-Pedrero:
Evaluation of the performance of spatial assessments of pansharpened images. IGARSS 2014: 1619-1622 - [c2]David Fonseca-Luengo, Angel García-Pedrero, Mario Lillo-Saavedra, Roberto Costumero, Ernestina Menasalvas, Consuelo Gonzalo-Martín:
Optimal Scale in a Hierarchical Segmentation Method for Satellite Images. RSEISP 2014: 351-358 - 2010
- [c1]Angel García-Pedrero, Pilar Gómez-Gil:
Time series forecasting using recurrent neural networks and wavelet reconstructed signals. CONIELECOMP 2010: 169-173
Parts in Books or Collections
- 2011
- [p2]Pilar Gómez-Gil, Angel García-Pedrero, Juan Manuel Ramírez-Cortés:
Composite Recurrent Neural Networks for Long-Term Prediction of Highly-Dynamic Time Series Supported by Wavelet Decomposition. Soft Computing for Intelligent Control and Mobile Robotics 2011: 253-268 - 2010
- [p1]Juan Manuel Ramírez-Cortés, Pilar Gómez-Gil, Vicente Alarcón Aquino, Jesús A. González Bernal, Angel García-Pedrero:
Neural Networks and SVM-Based Classification of Leukocytes Using the Morphological Pattern Spectrum. Soft Computing for Recognition Based on Biometrics 2010: 19-35
Coauthor Index
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