Application of Support Vector Machines for Landuse Classification Using High-Resolution RapidEye Images: A Sensitivity Analysis

Grassland habitat mapping by intra-annual time series analysis – Comparison of RapidEye and TerraSAR-X satellite data

(2015) Christian Schuster et al.   International Journal of Applied Earth Observation and Geoinformation

Analysis of uncertainty in multi-temporal object-based classification

(2015) Fabian Löw et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Enhancing land use classification with fusing dual-polarized TerraSAR-X and multispectral RapidEye data

(2015) Saygin Abdikan et al.   Journal of Applied Remote Sensing

Derivation of temporal windows for accurate crop discrimination in heterogeneous croplands of Uzbekistan using multitemporal RapidEye images

(2014) Christopher Conrad et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Land-use/cover classification in a heterogeneous coastal landscape using RapidEye imagery: evaluating the performance of random forest and support vector machines classifiers

(2014) Elhadi Adam et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Evaluating the impact of red-edge band from Rapideye image for classifying insect defoliation levels

(2014) Samuel Adelabu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Integration of Optical and Synthetic Aperture Radar Imagery for Improving Crop Mapping in Northwestern Benin, West Africa

(2014) Gerald Forkuor et al.   Remote Sensing

Impact of feature selection on the accuracy and spatial uncertainty of per-field crop classification using Support Vector Machines

(2013) F. Löw et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multisource Classification Using Support Vector Machines

(2013) Pakorn Watanachaturaporn et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Parameterizing Support Vector Machines for Land Cover Classification

(2013) Xiaojun Yang   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Urban vegetation classification: Benefits of multitemporal RapidEye satellite data

(2013) Jan Tigges et al.   REMOTE SENSING OF ENVIRONMENT

I2VM: Incremental import vector machines

(2012) Ribana Roscher et al.   IMAGE AND VISION COMPUTING

Testing the red edge channel for improving land-use classifications based on high-resolution multi-spectral satellite data

(2012) Christian Schuster et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Support vector machines and object-based classification for obtaining land-use/cover cartography from Hyperion hyperspectral imagery

(2011) George P. Petropoulos et al.   COMPUTERS & GEOSCIENCES

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Status and trends of small satellite missions for Earth observation

(2009) Rainer Sandau   ACTA ASTRONAUTICA

A kernel functions analysis for support vector machines for land cover classification

(2009) T. Kavzoglu et al.   International Journal of Applied Earth Observation and Geoinformation

Land cover change assessment using decision trees, support vector machines and maximum likelihood classification algorithms

(2009) J.R. Otukei et al.   International Journal of Applied Earth Observation and Geoinformation

Crop classification by support vector machine with intelligently selected training data for an operational application

(2008) Ajay Mathur et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING