José M. Peña

Overview

Best Publications

• An empirical comparison of four initialization methods for the K-Means algorithm

  J.M Peña;J.A Lozano;P Larrañaga

  1213
  Citations

• Object-based crop identification using multiple vegetation indices, textural features and crop phenology

  José M. Peña-Barragán;Moffatt K. Ngugi;Richard E. Plant;Johan Six

  768
  Citations

• Feature selection for multi-label naive Bayes classification

  Min-Ling Zhang;José M. Peña;Victor Robles

  632
  Citations

• Multi-temporal mapping of the vegetation fraction in early-season wheat fields using images from UAV

  J. Torres-Sánchez;J.M. Peña;A.I. de Castro;F. López-Granados

  606
  Citations

• Weed mapping in early-season maize fields using object-based analysis of unmanned aerial vehicle (UAV) images.

  José Manuel Peña;Jorge Torres-Sánchez;Ana Isabel de Castro;Maggi Kelly

  517
  Citations

• Evaluation of autofocus functions in molecular cytogenetic analysis

  A. Santos;C. Ortiz De Solórzano;J. J. Vaquero;J. M. Peña

  471
  Citations

• Object- and pixel-based analysis for mapping crops and their agro-environmental associated measures using QuickBird imagery

  Isabel Luisa Castillejo-González;Francisca López-Granados;Alfonso García-Ferrer;José Manuel Peña-Barragán

  338
  Citations

• An automatic object-based method for optimal thresholding in UAV images

  J. Torres-Sánchez;F. López-Granados;J.M. Peña

  323
  Citations

• 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;Francisco Manuel Jiménez-Brenes

  299
  Citations

• Optimization in Continuous Domains by Learning and Simulation of Gaussian Networks

  Pedro Larrañaga;Ramón Etxeberria;Jose Antonio Lozano;Jose Manuel Peña

  282
  Citations

• High-Throughput 3-D Monitoring of Agricultural-Tree Plantations with Unmanned Aerial Vehicle (UAV) Technology

  Jorge Torres-Sánchez;Francisca López-Granados;Nicolás Serrano;Octavio Arquero

  273
  Citations

• Quantifying efficacy and limits of unmanned aerial vehicle (UAV) technology for weed seedling detection as affected by sensor resolution.

  José M. Peña;Jorge Torres-Sánchez;Angélica Serrano-Pérez;Ana I. de Castro

  246
  Citations

• Object-Based Image Classification of Summer Crops with Machine Learning Methods

  José M. Peña;Pedro Antonio Gutiérrez;César Hervás-Martínez;Johan Six

  230
  Citations

• Consistent Feature Selection for Pattern Recognition in Polynomial Time

  Roland Nilsson;José M. Peña;Johan Björkegren;Jesper Tegnér

  229
  Citations

• A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method

  M. Pérez-Ortiz;J.M. Peña;P.A. Gutiérrez;J. Torres-Sánchez

  227
  Citations

• Selecting patterns and features for between- and within- crop-row weed mapping using UAV-imagery

  María Pérez-Ortiz;José Manuel Peña;Pedro Antonio Gutiérrez;Jorge Torres-Sánchez

  221
  Citations

• 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

  192
  Citations

• Combinatorial optimization by learning and simulation of Bayesian networks

  Pedro Larrañaga;Ramon Etxeberria;Jose Antonio Lozano;Jose Manuel Peña

  158
  Citations

• Assessing UAV-collected image overlap influence on computation time and digital surface model accuracy in olive orchards

  Jorge Torres-Sánchez;Francisca López-Granados;Irene Borra-Serrano;José Manuel Peña

  149
  Citations

• UAVs for Vegetation Monitoring: Overview and Recent Scientific Contributions

  Ana I. de Castro;Yeyin Shi;Joe Mari Maja;Jose M. Peña

  146
  Citations

• Quantifying pruning impacts on olive tree architecture and annual canopy growth by using UAV-based 3D modelling

  F. M. Jiménez-Brenes;F. López-Granados;A. I. de Castro;J. Torres-Sánchez

  144
  Citations

• 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

  102
  Citations

• Mapping the 3D structure of almond trees using UAV acquired photogrammetric point clouds and object-based image analysis

  Jorge Torres-Sánchez;Ana I. de Castro;José M. Peña;Francisco M. Jiménez-Brenes

  96
  Citations

• GA-EDA: hybrid evolutionary algorithm using genetic and estimation of distribution algorithms

  J. M. Peña;V. Robles;P. Larrañaga;V. Herves

  94
  Citations

• A multicenter study of the early detection of synaptic dysfunction in Mild Cognitive Impairment using Magnetoencephalography-derived functional connectivity

  Fernando Maestú;Jose Maria Peña;Pilar Garcés;Santiago González

  86
  Citations

• Dimensionality reduction in unsupervised learning of conditional Gaussian networks

  J.M. Pena;J.A. Lozano;P. Larranaga;I. Inza

  83
  Citations

• Advances in Intelligent Data Analysis VI

  A. Fazel Famili;Joost N. Kok;José M. Peña;Arno Siebes

  79
  Citations

• Comparing UAV-Based Technologies and RGB-D Reconstruction Methods for Plant Height and Biomass Monitoring on Grass Ley

  Victor P. Rueda-Ayala;José M. Peña;Mats Höglind;José M. Bengochea-Guevara

  78
  Citations

• An improved Bayesian structural EM algorithm for learning Bayesian networks for clustering

  J. M. Peña;J. A. Lozano;P. Larrañaga

  78
  Citations