Feature Selection for Hybrid Neuro-Logistic Regression Applied to Classification of Remote Sensed Data. - Pedro Antonio Gutiérrez; Juan Carlos Fernández 001; César Hervás; Francisca López-Granados; Montserrat Jurado-Expósito; José Manuel Peñá-Barragán (HIS, 2008)

A logistic radial basis function regression method for discrimination of cover crops in olive orchards. - César Hervás-Martínez; Pedro Antonio Gutiérrez; José Manuel Peñá-Barragán; Montserrat Jurado-Expósito; Francisca López-Granados (Expert Syst. Appl., 2010)

Parameter estimation of q-Gaussian Radial Basis Functions Neural Networks with a Hybrid Algorithm for binary classification. - Francisco Fernández-Navarro; César Hervás-Martínez; Pedro Antonio Gutiérrez; José Manuel Peñá-Barragán; Francisca López-Granados (Neurocomputing, 2012)

Semiautomatic Detection of Artificial Terrestrial Targets for Remotely Sensed Image Georeferencing. - David Gómez-Candón; Francisca López-Granados; J. J. Caballero-Novella; José Manuel Peñá-Barragán; M. T. Gomez-Casero; Montserrat Jurado-Expósito; L. Garcia-Torres (IEEE Geosci. Remote. Sens. Lett., 2013)

Object-Based Image Classification of Summer Crops with Machine Learning Methods. - José M. Peña 003; Pedro Antonio Gutiérrez; César Hervás-Martínez; Johan Six; Richard E. Plant; Francisca López-Granados (Remote. Sens., 2014)

An Experimental Comparison for the Identification of Weeds in Sunflower Crops via Unmanned Aerial Vehicles and Object-Based Analysis. - María Pérez-Ortiz 001; Pedro Antonio Gutiérrez; José Manuel Peñá-Barragán; Jorge Torres-Sánchez; César Hervás-Martínez; Francisca López-Granados (IWANN (1), 2015)

A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method. - M. Pérez-Ortiz 001; José Manuel Peñá-Barragán; Pedro Antonio Gutiérrez; Jorge Torres-Sánchez; César Hervás-Martínez; Francisca López-Granados (Appl. Soft Comput., 2015)

An automatic object-based method for optimal thresholding in UAV images: Application for vegetation detection in herbaceous crops. - Jorge Torres-Sánchez; Francisca López-Granados; José M. Peña 003 (Comput. Electron. Agric., 2015)

Assessing Optimal Flight Parameters for Generating Accurate Multispectral Orthomosaicks by UAV to Support Site-Specific Crop Management. - Francisco Javier Mesas-Carrascosa; Jorge Torres-Sánchez; Inmaculada Clavero Rumbao; Alfonso García-Ferrer; José Manuel Peñá-Barragán; Irene Borra-Serrano; Francisca López-Granados (Remote. Sens., 2015)

Spatial Quality Evaluation of Resampled Unmanned Aerial Vehicle-Imagery for Weed Mapping. - Irene Borra-Serrano; José Manuel Peña 002; Jorge Torres-Sánchez; Francisco Javier Mesas-Carrascosa; Francisca López-Granados (Sensors, 2015)

Quantifying Efficacy and Limits of Unmanned Aerial Vehicle (UAV) Technology for Weed Seedling Detection as Affected by Sensor Resolution. - José M. Peña 003; Jorge Torres-Sánchez; Angélica Serrano-Pérez; Ana I. de Castro; Francisca López-Granados (Sensors, 2015)

Machine learning paradigms for weed mapping via unmanned aerial vehicles. - María Pérez-Ortiz 001; Pedro Antonio Gutiérrez; José M. Peña 003; Jorge Torres-Sánchez; Francisca López-Granados; César Hervás-Martínez (SSCI, 2016)

Selecting patterns and features for between- and within- crop-row weed mapping using UAV-imagery. - María Pérez-Ortiz 001; José Manuel Peñá-Barragán; Pedro Antonio Gutiérrez; Jorge Torres-Sánchez; César Hervás-Martínez; Francisca López-Granados (Expert Syst. Appl., 2016)

3-D Characterization of Vineyards Using a Novel UAV Imagery-Based OBIA Procedure for Precision Viticulture Applications. - Ana I. de Castro; Francisco Manuel Jiménez-Brenes; Jorge Torres-Sánchez; José M. Peña 003; Irene Borra-Serrano; Francisca López-Granados (Remote. Sens., 2018)

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. - Ana I. de Castro; Johan Six; Richard E. Plant; José M. Peña 003 (Remote. Sens., 2018)

An Automatic Random Forest-OBIA Algorithm for Early Weed Mapping between and within Crop Rows Using UAV Imagery. - Ana I. de Castro; Jorge Torres-Sánchez; José M. Peña 003; Francisco Manuel Jiménez-Brenes; Ovidiu Csillik; Francisca López-Granados (Remote. Sens., 2018)

Watson on the Farm: Using Cloud-Based Artificial Intelligence to Identify Early Indicators of Water Stress. - Daniel Freeman; Shaurya Gupta; D. Hudson Smith; Joe Mari Maja; James Robbins; James Owen 001; José M. Peña 003; Ana I. de Castro (Remote. Sens., 2019)

Comparing UAV-Based Technologies and RGB-D Reconstruction Methods for Plant Height and Biomass Monitoring on Grass Ley. - Victor Rueda-Ayala; José M. Peña 003; Mats Höglind; José M. Bengochea-Guevara; Dionisio Andújar (Sensors, 2019)

Mapping Cynodon Dactylon Infesting Cover Crops with an Automatic Decision Tree-OBIA Procedure and UAV Imagery for Precision Viticulture. - Ana I. de Castro; José M. Peña 003; Jorge Torres-Sánchez; Francisco Manuel Jiménez-Brenes; Francisco Valencia-Gredilla; Jordi Recasens; Francisca López-Granados (Remote. Sens., 2020)

A Comparison of UAV and Satellites Multispectral Imagery in Monitoring Onion Crop. An Application in the 'Cipolla Rossa di Tropea' (Italy). - Gaetano Messina; José M. Peña 003; Marco Vizzari; Giuseppe Modica (Remote. Sens., 2020)

UAVs for Vegetation Monitoring: Overview and Recent Scientific Contributions. - Ana I. de Castro; Yeyin Shi; Joe Mari Maja; José M. Peña 003 (Remote. Sens., 2021)

Mobile terrestrial laser scanner vs. UAV photogrammetry to estimate woody crop canopy parameters - Part 1: Methodology and comparison in vineyards. - Alexandre Escolà; José M. Peña 003; 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 (Comput. Electron. Agric., 2023)

Mobile terrestrial laser scanner vs. UAV photogrammetry to estimate woody crop canopy parameters - Part 2: Comparison for different crops and training systems. - 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 002 (Comput. Electron. Agric., 2023)

Transfer and zero-shot learning for scalable weed detection and classification in UAV images. - Nicolas Belissent; José M. Peña 003; Gustavo A. Mesías-Ruiz; John Shawe-Taylor; María Pérez-Ortiz 001 (Knowl. Based Syst., 2024)

Cognitive Computing Advancements: Improving Precision Crop Protection through UAV Imagery for Targeted Weed Monitoring. - Gustavo A. Mesías-Ruiz; José M. Peña 003; Ana I. de Castro; Irene Borra-Serrano; José Dorado (Remote. Sens., 2024)