A Review of Remote Sensing Image Classification Techniques: the Role of Spatio-contextual Information

Hierarchical classification of complex landscape with VHR pan-sharpened satellite data and OBIA techniques

(2014) Marco Gianinetto et al.   European Journal of Remote Sensing

Unsupervised classification of very high remotely sensed images for grapevine rows detection

(2014) Nicola Puletti et al.   European Journal of Remote Sensing

Integrating remote sensing and geostatistics to estimate woody vegetation in an African savanna

(2013) C. Adjorlolo et al.   Journal of Spatial Science

A spatially adaptive spectral mixture analysis for mapping subpixel urban impervious surface distribution

(2013) Chengbin Deng et al.   REMOTE SENSING OF ENVIRONMENT

Land cover data from Landsat single-date imagery: an approach integrating pixel-based and object-based classifiers

(2013) Tommaso Ceccarelli et al.   European Journal of Remote Sensing

Enhancing a Simple MODIS Cloud Mask Algorithm for the Landsat Data Continuity Mission

(2012) Michael J. Wilson et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Remote-sensing image analysis and geostatistics

(2012) Freek Van der Meer   INTERNATIONAL JOURNAL OF REMOTE SENSING

Advances in Spectral-Spatial Classification of Hyperspectral Images

(2012) M. Fauvel et al.   PROCEEDINGS OF THE IEEE

Land-Cover Mapping by Markov Modeling of Spatial–Contextual Information in Very-High-Resolution Remote Sensing Images

(2012) G. Moser et al.   PROCEEDINGS OF THE IEEE

Spatial analysis of remote sensing image classification accuracy

(2012) Alexis Comber et al.   REMOTE SENSING OF ENVIRONMENT

BCI: A biophysical composition index for remote sensing of urban environments

(2012) Chengbin Deng et al.   REMOTE SENSING OF ENVIRONMENT

A Method for Application of Classification Tree Models to Map Aquatic Vegetation Using Remotely Sensed Images from Different Sensors and Dates

(2012) Hao Jiang et al.   SENSORS

Geographically weighted modelling of surface salinity in Florida Bay using Landsat TM data

(2012) Zhixiao Xie et al.   Remote Sensing Letters

Geographically weighted methods for estimating local surfaces of overall, user and producer accuracies

(2012) Alexis J. Comber   Remote Sensing Letters

A neighbourhood-constrainedk-means approach to classify very high spatial resolution hyperspectral imagery

(2012) Bing Zhang et al.   Remote Sensing Letters

Monitoring Seasonal Hydrological Dynamics of Minerotrophic Peatlands Using Multi-Date GeoEye-1 Very High Resolution Imagery and Object-Based Classification

(2012) Yann Dribault et al.   Remote Sensing

Adaptive Markov Random Field Approach for Classification of Hyperspectral Imagery

(2011) Bing Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Accuracy assessment of contextual classification results for vegetation mapping

(2011) Guy Thoonen et al.   International Journal of Applied Earth Observation and Geoinformation

Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery

(2011) Soe W. Myint et al.   REMOTE SENSING OF ENVIRONMENT

Contextual land-cover classification: incorporating spatial dependence in land-cover classification models using random forests and the Getis statistic

(2011) B. Ghimire et al.   Remote Sensing Letters

Hyperspectral data classification using geostatistics and support vector machines

(2011) S. Bahria et al.   Remote Sensing Letters

Morphological Attribute Profiles for the Analysis of Very High Resolution Images

(2010) Mauro Dalla Mura et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Extended profiles with morphological attribute filters for the analysis of hyperspectral data

(2010) Mauro Dalla Mura et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Performance of Kriging-Based Soft Classification on WiFS/IRS-1D Image Using Ground Hyperspectral Signatures

(2009) S.K. Das et al.   IEEE Geoscience and Remote Sensing Letters

A Composite Semisupervised SVM for Classification of Hyperspectral Images

(2009) M. Marconcini et al.   IEEE Geoscience and Remote Sensing Letters

Object based image analysis for remote sensing

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

A neural network approach using multi-scale textural metrics from very high-resolution panchromatic imagery for urban land-use classification

(2009) Fabio Pacifici et al.   REMOTE SENSING OF ENVIRONMENT

Managing the Spectral-Spatial Mix in Context Classification Using Markov Random Fields

(2008) X. Jia et al.   IEEE Geoscience and Remote Sensing Letters

Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles

(2008) Mathieu Fauvel et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Nearest Neighbor Classification of Remote Sensing Images With the Maximal Margin Principle

(2008) E. Blanzieri et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An unsupervised method of classifying remotely sensed images using Kohonen self‐organizing maps and agglomerative hierarchical clustering methods

(2008) M. L. Gonçalves et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Textural and local spatial statistics for the object‐oriented classification of urban areas using high resolution imagery

(2008) Wei Su et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING