Jón Atli Benediktsson

Author

Also Known As

A. Villa, Atli Benediktsson, Jon, Benediktsson, J. A., Benediktsson, Jon Atli, Benediktsson, Jón Atli, Chanussot, Jocelyn, Hutchison, David, J A Benediktsson, J Benediktsson, J. A. BENEDIKTSSON

727

Publications

44.4K

Citations

104

H-Index

205

Concepts

All Affiliations

University of Iceland GIPSA-Lab Institut polytechnique de Grenoble Hunan University University of Trento

About

Jón Atli Benediktsson is an author at University of Iceland specializing in engineering, pattern recognition, and remote sensing.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	95	273	37.3K
2	Medicine	14	16	1.9K
3	Health Sciences	11	11	1.1K
4	Management	7	7	558
5	Natural Sciences	7	7	363

Jón Atli Benediktsson

305

Publications

41K

Citations

101

H-Index

Page 1

	Year	Citations
Random Forests for land cover classification Pall Oskar Gislason, Jón Atli Benediktsson, Jóhannes R. Sveinsson Pattern Recognition Letters Land Cover ClassificationEngineeringData SciencePattern RecognitionLand Use	2005	2.2K
Recent advances in techniques for hyperspectral image processing Antonio Plaza, Jón Atli Benediktsson, Joseph W. Boardman, Remote Sensing of Environment Machine VisionImage AnalysisEngineeringImaging SpectroscopyPattern Recognition	2009	1.6K
Classification of hyperspectral data from urban areas based on extended morphological profiles Jón Atli Benediktsson, J.A. Palmason, Jóhannes R. Sveinsson IEEE Transactions on Geoscience and Remote Sensing Environmental MonitoringEngineeringExtended Morphological ProfilesMultispectral ImagingEarth Science	2005	1.4K
Advances in Spectral-Spatial Classification of Hyperspectral Images Mathieu Fauvel, Yuliya Tarabalka, Jón Atli Benediktsson, Proceedings of the IEEE Image ClassificationImage AnalysisComputer VisionMachine VisionData Science	2012	1.3K
Neural Network Approaches Versus Statistical Methods In Classification Of Multisource Remote Sensing Data Jón Atli Benediktsson, P. H. Swain, Okan K. Ersoy IEEE Transactions on Geoscience and Remote Sensing Data ClassificationClassification MethodEnvironmental MonitoringMachine LearningData Science	1990	951
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson, Environmental MonitoringMachine LearningEngineeringMorphological ProfilesMultispectral Imaging	2007	909
A new approach for the morphological segmentation of high-resolution satellite imagery Martino Pesaresi, Jón Atli Benediktsson IEEE Transactions on Geoscience and Remote Sensing EngineeringNew Segmentation MethodSegmentation ExamplesImage MosaicingImage Analysis	2001	819
Classification and feature extraction for remote sensing images from urban areas based on morphological transformations Jón Atli Benediktsson, Martino Pesaresi, K. Arnason IEEE Transactions on Geoscience and Remote Sensing EngineeringFeature DetectionNeural NetworkFeature ExtractionLand Cover	2003	748
Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods Gustau Camps‐Valls, Devis Tuia, Lorenzo Bruzzone, IEEE Signal Processing Magazine	2013	738
SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images Yuliya Tarabalka, Mathieu Fauvel, Jocelyn Chanussot, IEEE Geoscience and Remote Sensing Letters Support Vector MachineSpectral BandsImage AnalysisMachine LearningData Science	2010	738

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