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ORCIDJosé M. Peña 0003
Person information
- affiliation: Spanish National Research Council, Institute of Agricultural Sciences, Madrid, Spain
- affiliation: Consejo Superior de Investigaciones Científicas, Institute for Sustainable Agriculture, Cordoba, Spain
Other persons with the same name
- José M. Peña 0001 (aka: José Manuel Peña 0001, Jose M. Peña 0001) — Linköping University, Department of Computer and Information Science (and 2 more)
- José M. Peña 0002 (aka: José-María Peña, José María Peña Sánchez) — Lurtis Ltd., Oxford, UK (and 1 more)
2020 – today
- 2024
[j22]Nicolas Belissent, José M. Peña
, Gustavo A. Mesías-Ruiz, John Shawe-Taylor, María Pérez-Ortiz:
Transfer and zero-shot learning for scalable weed detection and classification in UAV images. Knowl. Based Syst. 292: 111586 (2024)- [j21]Gustavo A. Mesías-Ruiz, José M. Peña, Ana I. de Castro, Irene Borra-Serrano, José Dorado:
Cognitive Computing Advancements: Improving Precision Crop Protection through UAV Imagery for Targeted Weed Monitoring. Remote. Sens. 16(16): 3026 (2024) - 2023
- [j20]Jorge Torres-Sánchez, Alexandre Escolà, Ana I. de Castro, Francisca López-Granados, Joan Ramón Rosell-Polo, Francesc Sebé, Francisco Manuel Jiménez-Brenes, Ricardo Sanz-Cortiella, Eduard Gregorio-Lopez, José Manuel Peña:
Mobile terrestrial laser scanner vs. UAV photogrammetry to estimate woody crop canopy parameters - Part 2: Comparison for different crops and training systems. Comput. Electron. Agric. 212: 108083 (2023) - [j19]Alexandre Escolà, José M. Peña, Francisca López-Granados, Joan Ramón Rosell-Polo, Ana I. de Castro, Eduard Gregorio-Lopez, Francisco Manuel Jiménez-Brenes, Ricardo Sanz-Cortiella, Francesc Sebé, Jordi Llorens, Jorge Torres-Sánchez:
Mobile terrestrial laser scanner vs. UAV photogrammetry to estimate woody crop canopy parameters - Part 1: Methodology and comparison in vineyards. Comput. Electron. Agric. 212: 108109 (2023) - 2021
- [j18]Ana I. de Castro, Yeyin Shi, Joe Mari Maja, José M. Peña:
UAVs for Vegetation Monitoring: Overview and Recent Scientific Contributions. Remote. Sens. 13(11): 2139 (2021) - 2020
- [j17]Ana I. de Castro, José M. Peña, Jorge Torres-Sánchez, Francisco Manuel Jiménez-Brenes, Francisco Valencia-Gredilla, Jordi Recasens, Francisca López-Granados:
Mapping Cynodon Dactylon Infesting Cover Crops with an Automatic Decision Tree-OBIA Procedure and UAV Imagery for Precision Viticulture. Remote. Sens. 12(1): 56 (2020) - [j16]Gaetano Messina, José M. Peña, Marco Vizzari, Giuseppe Modica:
A Comparison of UAV and Satellites Multispectral Imagery in Monitoring Onion Crop. An Application in the 'Cipolla Rossa di Tropea' (Italy). Remote. Sens. 12(20): 3424 (2020)
2010 – 2019
- 2019
- [j15]Daniel Freeman, Shaurya Gupta, D. Hudson Smith, Joe Mari Maja, James Robbins, James Owen, José M. Peña, Ana I. de Castro:
Watson on the Farm: Using Cloud-Based Artificial Intelligence to Identify Early Indicators of Water Stress. Remote. Sens. 11(22): 2645 (2019) - [j14]Victor Rueda-Ayala, José M. Peña, Mats Höglind, José M. Bengochea-Guevara, Dionisio Andújar:
Comparing UAV-Based Technologies and RGB-D Reconstruction Methods for Plant Height and Biomass Monitoring on Grass Ley. Sensors 19(3): 535 (2019) - 2018
- [j13]Ana I. de Castro, Jorge Torres-Sánchez, José M. Peña, Francisco Manuel Jiménez-Brenes, Ovidiu Csillik, Francisca López-Granados:
An Automatic Random Forest-OBIA Algorithm for Early Weed Mapping between and within Crop Rows Using UAV Imagery. Remote. Sens. 10(2): 285 (2018) - [j12]Ana I. de Castro, Francisco Manuel Jiménez-Brenes, Jorge Torres-Sánchez, José M. Peña, Irene Borra-Serrano, Francisca López-Granados:
3-D Characterization of Vineyards Using a Novel UAV Imagery-Based OBIA Procedure for Precision Viticulture Applications. Remote. Sens. 10(4): 584 (2018) - [j11]Ana I. de Castro, Johan Six, Richard E. Plant, José M. Peña:
Mapping Crop Calendar Events and Phenology-Related Metrics at the Parcel Level by Object-Based Image Analysis (OBIA) of MODIS-NDVI Time-Series: A Case Study in Central California. Remote. Sens. 10(11): 1745 (2018) - 2016
- [j10]María Pérez-Ortiz, José Manuel Peñá-Barragán, Pedro Antonio Gutiérrez, Jorge Torres-Sánchez, César Hervás-Martínez, Francisca López-Granados:
Selecting patterns and features for between- and within- crop-row weed mapping using UAV-imagery. Expert Syst. Appl. 47: 85-94 (2016) - [c3]María Pérez-Ortiz, Pedro Antonio Gutiérrez, José M. Peña, Jorge Torres-Sánchez, Francisca López-Granados, César Hervás-Martínez:
Machine learning paradigms for weed mapping via unmanned aerial vehicles. SSCI 2016: 1-8 - 2015
- [j9]M. Pérez-Ortiz, José Manuel Peñá-Barragán, Pedro Antonio Gutiérrez, Jorge Torres-Sánchez, César Hervás-Martínez, Francisca López-Granados:
A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method. Appl. Soft Comput. 37: 533-544 (2015) - [j8]Jorge Torres-Sánchez, Francisca López-Granados, José M. Peña:
An automatic object-based method for optimal thresholding in UAV images: Application for vegetation detection in herbaceous crops. Comput. Electron. Agric. 114: 43-52 (2015) - [j7]Francisco Javier Mesas-Carrascosa, Jorge Torres-Sánchez, Inmaculada Clavero Rumbao, Alfonso García-Ferrer, José Manuel Peñá-Barragán, Irene Borra-Serrano, Francisca López-Granados:
Assessing Optimal Flight Parameters for Generating Accurate Multispectral Orthomosaicks by UAV to Support Site-Specific Crop Management. Remote. Sens. 7(10): 12793-12814 (2015) - [j6]José M. Peña, Jorge Torres-Sánchez, Angélica Serrano-Pérez, Ana I. de Castro, Francisca López-Granados:
Quantifying Efficacy and Limits of Unmanned Aerial Vehicle (UAV) Technology for Weed Seedling Detection as Affected by Sensor Resolution. Sensors 15(3): 5609-5626 (2015) - [j5]Irene Borra-Serrano, José Manuel Peña, Jorge Torres-Sánchez, Francisco Javier Mesas-Carrascosa, Francisca López-Granados:
Spatial Quality Evaluation of Resampled Unmanned Aerial Vehicle-Imagery for Weed Mapping. Sensors 15(8): 19688-19708 (2015) - [c2]María Pérez-Ortiz, Pedro Antonio Gutiérrez, José Manuel Peñá-Barragán, Jorge Torres-Sánchez, César Hervás-Martínez, Francisca López-Granados:
An Experimental Comparison for the Identification of Weeds in Sunflower Crops via Unmanned Aerial Vehicles and Object-Based Analysis. IWANN (1) 2015: 252-262 - 2014
- [j4]José M. Peña, Pedro Antonio Gutiérrez, César Hervás-Martínez, Johan Six, Richard E. Plant, Francisca López-Granados:
Object-Based Image Classification of Summer Crops with Machine Learning Methods. Remote. Sens. 6(6): 5019-5041 (2014) - 2013
- [j3]D. Gomez-Candon, Francisca López-Granados, J. J. Caballero-Novella, José Manuel Peñá-Barragán, M. T. Gomez-Casero, Montserrat Jurado-Expósito, L. Garcia-Torres:
Semiautomatic Detection of Artificial Terrestrial Targets for Remotely Sensed Image Georeferencing. IEEE Geosci. Remote. Sens. Lett. 10(1): 184-188 (2013) - 2012
- [j2]Francisco Fernández-Navarro, César Hervás-Martínez, Pedro Antonio Gutiérrez, José Manuel Peñá-Barragán, Francisca López-Granados:
Parameter estimation of q-Gaussian Radial Basis Functions Neural Networks with a Hybrid Algorithm for binary classification. Neurocomputing 75(1): 123-134 (2012) - 2010
- [j1]César Hervás-Martínez, Pedro Antonio Gutiérrez, José Manuel Peñá-Barragán, Montserrat Jurado-Expósito, Francisca López-Granados:
A logistic radial basis function regression method for discrimination of cover crops in olive orchards. Expert Syst. Appl. 37(12): 8432-8444 (2010)
2000 – 2009
- 2008
- [c1]Pedro Antonio Gutiérrez, Juan Carlos Fernández, César Hervás, Francisca López-Granados, Montserrat Jurado-Expósito, José Manuel Peñá-Barragán:
Feature Selection for Hybrid Neuro-Logistic Regression Applied to Classification of Remote Sensed Data. HIS 2008: 625-630
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