José M. Peña

15 papers Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Cognitive Computing Advancements: Improving Precision Crop Protection through UAV Imagery for Targeted Weed Monitoring.
Remote. Sens.
Gustavo A. Mesías-Ruiz, José M. Peña, Ana I. de Castro, Irene Borra-Serrano, José Dorado
2024 J jnl
Transfer and zero-shot learning for scalable weed detection and classification in UAV images.
Knowl. Based Syst.
Nicolas Belissent, José M. Peña, Gustavo A. Mesías-Ruiz, John Shawe-Taylor, María Pérez-Ortiz
2023 J jnl
Mobile terrestrial laser scanner vs. UAV photogrammetry to estimate woody crop canopy parameters - Part 1: Methodology and comparison in vineyards.
Comput. Electron. Agric.
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
2021 J jnl
UAVs for Vegetation Monitoring: Overview and Recent Scientific Contributions.
Remote. Sens.
Ana I. de Castro, Yeyin Shi, Joe Mari Maja, José M. Peña
2020 J jnl
A Comparison of UAV and Satellites Multispectral Imagery in Monitoring Onion Crop. An Application in the 'Cipolla Rossa di Tropea' (Italy).
Remote. Sens.
Gaetano Messina, José M. Peña, Marco Vizzari, Giuseppe Modica
2020 J jnl
Mapping Cynodon Dactylon Infesting Cover Crops with an Automatic Decision Tree-OBIA Procedure and UAV Imagery for Precision Viticulture.
Remote. Sens.
Ana I. de Castro, José M. Peña, Jorge Torres-Sánchez, Francisco Manuel Jiménez-Brenes, Francisco Valencia-Gredilla, Jordi Recasens, Francisca López-Granados
2019 J jnl
Comparing UAV-Based Technologies and RGB-D Reconstruction Methods for Plant Height and Biomass Monitoring on Grass Ley.
Sensors
Victor Rueda-Ayala, José M. Peña, Mats Höglind, José M. Bengochea-Guevara, Dionisio Andújar
2019 J jnl
Watson on the Farm: Using Cloud-Based Artificial Intelligence to Identify Early Indicators of Water Stress.
Remote. Sens.
Daniel Freeman, Shaurya Gupta, D. Hudson Smith, Joe Mari Maja, James Robbins, James Owen, José M. Peña, Ana I. de Castro
2018 J jnl
3-D Characterization of Vineyards Using a Novel UAV Imagery-Based OBIA Procedure for Precision Viticulture Applications.
Remote. Sens.
Ana I. de Castro, Francisco Manuel Jiménez-Brenes, Jorge Torres-Sánchez, José M. Peña, Irene Borra-Serrano, Francisca López-Granados
2018 J jnl
An Automatic Random Forest-OBIA Algorithm for Early Weed Mapping between and within Crop Rows Using UAV Imagery.
Remote. Sens.
Ana I. de Castro, Jorge Torres-Sánchez, José M. Peña, Francisco Manuel Jiménez-Brenes, Ovidiu Csillik, Francisca López-Granados
2018 J jnl
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.
Ana I. de Castro, Johan Six, Richard E. Plant, José M. Peña
2016 — conf
Machine learning paradigms for weed mapping via unmanned aerial vehicles.
SSCI
María Pérez-Ortiz, Pedro Antonio Gutiérrez, José M. Peña, Jorge Torres-Sánchez, Francisca López-Granados, César Hervás-Martínez
2015 J jnl
An automatic object-based method for optimal thresholding in UAV images: Application for vegetation detection in herbaceous crops.
Comput. Electron. Agric.
Jorge Torres-Sánchez, Francisca López-Granados, José M. Peña
2015 J jnl
Quantifying Efficacy and Limits of Unmanned Aerial Vehicle (UAV) Technology for Weed Seedling Detection as Affected by Sensor Resolution.
Sensors
José M. Peña, Jorge Torres-Sánchez, Angélica Serrano-Pérez, Ana I. de Castro, Francisca López-Granados
2014 J jnl
Object-Based Image Classification of Summer Crops with Machine Learning Methods.
Remote. Sens.
José M. Peña, Pedro Antonio Gutiérrez, César Hervás-Martínez, Johan Six, Richard E. Plant, Francisca López-Granados