José M. Peña

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 11

Top Topics

Thresholding Algorithm

Image Classification

Unmanned Aerial Vehicles

Top Venues

Comput. Electron. Agric.

Publications

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 (2024)
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)
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) (2021)
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) (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)
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) (2019)
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) (2019)
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)
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) (2018)
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)
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)
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)