Francisca López-Granados

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 10

Top Topics

Thresholding Algorithm

Unmanned Aerial Vehicles

Machine Learning

Top Venues

Comput. Electron. Agric.

IEEE Geosci. Remote. Sens. Lett.

Publications

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
. UAV photogrammetry to estimate woody crop canopy parameters - Part 2: Comparison for different crops and training systems. Comput. Electron. Agric. 212 (2023)
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 (2023)
Jorge Torres-Sánchez, Francisco Javier Mesas-Carrascosa, Luis Gonzaga Santesteban, Francisco Manuel Jiménez-Brenes, Oihane Oneka, Ana Villa-Llop, Maite Loidi, Francisca López-Granados
Grape Cluster Detection Using UAV Photogrammetric Point Clouds as a Low-Cost Tool for Yield Forecasting in Vineyards. Sensors 21 (9) (2021)
Francisco Javier Mesas-Carrascosa, Ana I. de Castro, Jorge Torres-Sánchez, Paula Triviño-Tarradas, Francisco Manuel Jiménez-Brenes, Alfonso García-Ferrer, Francisca López-Granados
Classification of 3D Point Clouds Using Color Vegetation Indices for Precision Viticulture and Digitizing Applications. Remote. Sens. 12 (2) (2020)
Francisca López-Granados, Jorge Torres-Sánchez, Francisco Manuel Jiménez-Brenes, Oihane Oneka, Diana Marín, Maite Loidi, Ana I. de Castro, Luis Gonzaga Santesteban
Monitoring Vineyard Canopy Management Operations Using UAV-Acquired Photogrammetric Point Clouds. Remote. Sens. 12 (14) (2020)
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) (2020)
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) (2018)
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) (2018)
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 (2016)
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)
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 (2015)
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)
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) (2015)
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) (2015)
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 (2015)
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) (2015)
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) (2014)
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) (2013)
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) (2012)
Manuel Cruz-Ramírez, César Hervás-Martínez, Montserrat Jurado-Expósito, Francisca López-Granados
A multi-objective neural network based method for cover crop identification from remote sensed data. Expert Syst. Appl. 39 (11) (2012)
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) (2010)
Pedro Antonio Gutiérrez, César Hervás-Martínez, Juan Carlos Fernández, Francisca López-Granados
Hybrid Multilogistic Regression by Means of Evolutionary Radial Basis Functions: Application to Precision Agriculture. HAIS (2009)
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)