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Jón Atli Benediktsson

University of Iceland(IS)

Publications by Year

Research Areas

Remote-Sensing Image Classification, Remote Sensing and Land Use, Advanced Image Fusion Techniques, Remote Sensing in Agriculture, Spectroscopy and Chemometric Analyses

Most-Cited Works

→ Random Forests for land cover classification(2005)2,196 cited
→ Recent advances in techniques for hyperspectral image processing(2009)1,617 cited
→ Classification of hyperspectral data from urban areas based on extended morphological profiles(2005)1,377 cited
→ Advances in Spectral-Spatial Classification of Hyperspectral Images(2012)1,262 cited
→ Neural Network Approaches Versus Statistical Methods In Classification Of Multisource Remote Sensing Data(1990)951 cited
→ Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles(2007)909 cited
→ A new approach for the morphological segmentation of high-resolution satellite imagery

(2001)

820 cited

→ Classification and feature extraction for remote sensing images from urban areas based on morphological transformations(2003)749 cited

→ Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods(2013)744 cited

→ SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images(2010)740 cited