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

Mapping Cropland Distributions Using a Hard and Soft Classification Model

(2012) Yaozhong Pan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A two-stage evolutionary algorithm based on sensitivity and accuracy for multi-class problems

(2012) Pedro Antonio Gutiérrez et al.   INFORMATION SCIENCES

Mapping invasive Fallopia japonica by combined spectral, spatial, and temporal analysis of digital orthophotos

(2012) Wouter Dorigo et al.   International Journal of Applied Earth Observation and Geoinformation

Tree ensembles for predicting structured outputs

(2012) Dragi Kocev et al.   PATTERN RECOGNITION

Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment

(2011) Robert Gilmore Pontius et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

(2011) José M. Peña-Barragán et al.   REMOTE SENSING OF ENVIRONMENT

A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery

(2011) Dennis C. Duro et al.   REMOTE SENSING OF ENVIRONMENT

A survey of hierarchical classification across different application domains

(2010) Carlos N. Silla et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Per-Field Irrigated Crop Classification in Arid Central Asia Using SPOT and ASTER Data

(2010) Christopher Conrad et al.   Remote Sensing

Value of Using Different Vegetative Indices to Quantify Agricultural Crop Characteristics at Different Growth Stages under Varying Management Practices

(2010) Jerry L. Hatfield et al.   Remote Sensing

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

(2009) Isabel Luisa Castillejo-González et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Application of Remote-sensing Data and Decision-Tree Analysis to Mapping Salt-Affected Soils over Large Areas

(2009) Abdelhamid Elnaggar et al.   Remote Sensing

An Improved ASTER Index for Remote Sensing of Crop Residue

(2009) Guy Serbin et al.   Remote Sensing

Discriminating cropping systems and agro-environmental measures by remote sensing

(2008) José Manuel Peña-Barragán et al.   Agronomy for Sustainable Development

Logistic regression product-unit neural networks for mapping Ridolfia segetum infestations in sunflower crop using multitemporal remote sensed data

(2008) P.A. Gutiérrez et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Monitoring farmers' decisions on Mediterranean irrigated crops using satellite image time series

(2008) P. Serra et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

The use of high‐resolution image time series for crop classification and evapotranspiration estimate over an irrigated area in central Morocco

(2007) V. Simonneaux et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING