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Author
Jón Atli Benediktsson
also known as Atli Benediktsson, Jon, Benediktsson, J. A., Benediktsson, Jon Atli
University of Iceland · Florida State University · Reykjavík University · Tianjin University of Science and Technology
About this author
Works
665
Cited by
44,719
h-index
104
i10
326
ORCID ↗
Top papers
Random Forests for land cover classification
Pall Oskar Gislason, Jón Atli Benediktsson, Jóhannes R. Sveinsson
·
2005
·
Pattern Recognition Letters
↗ 2,206
Recent advances in techniques for hyperspectral image processing
Antonio Plaza, Jón Atli Benediktsson, Joseph W. Boardman, et al.
·
2009
·
Remote Sensing of Environment
↗ 1,630
Classification of hyperspectral data from urban areas based on extended morphological profiles
Jón Atli Benediktsson, J.A. Palmason, Jóhannes R. Sveinsson
·
2005
·
IEEE Transactions on Geoscience and Remote Sensing
↗ 1,380
Advances in Spectral-Spatial Classification of Hyperspectral Images
Mathieu Fauvel, Yuliya Tarabalka, Jón Atli Benediktsson, et al.
·
2012
·
Proceedings of the IEEE
↗ 1,267
OA
Lunar impact crater identification and age estimation with Chang’E data by deep and transfer learning
Chen Yang, Haishi Zhao, Lorenzo Bruzzone, et al.
·
RePEc: Research Papers in Economics
↗ 1,032
Neural Network Approaches Versus Statistical Methods In Classification Of Multisource Remote Sensing Data
Jón Atli Benediktsson, P. H. Swain, Okan K. Ersoy
·
1990
·
IEEE Transactions on Geoscience and Remote Sensing
↗ 951
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles
Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson, et al.
·
2007
↗ 910
A new approach for the morphological segmentation of high-resolution satellite imagery
Martino Pesaresi, Jón Atli Benediktsson
·
2001
·
IEEE Transactions on Geoscience and Remote Sensing
↗ 822
Classification and feature extraction for remote sensing images from urban areas based on morphological transformations
Jón Atli Benediktsson, Martino Pesaresi, K. Arnason
·
2003
·
IEEE Transactions on Geoscience and Remote Sensing
↗ 750
Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods
Gustavo Camps-Valls, Devis Tuia, Lorenzo Bruzzone, et al.
·
2013
·
IEEE Signal Processing Magazine
↗ 748
OA
SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images
Yuliya Tarabalka, Mathieu Fauvel, Jocelyn Chanussot, et al.
·
2010
·
IEEE Geoscience and Remote Sensing Letters
↗ 741
OA
Generative Adversarial Networks for Hyperspectral Image Classification
Lin Zhu, Yushi Chen, Pedram Ghamisi, et al.
·
2018
·
IEEE Transactions on Geoscience and Remote Sensing
↗ 716
Books
Spectral-spatial classififcation of hyperspectral remote sensing images
2015
·
Artech House
Mathematical Morphology and Its Applications to Signal and Image Processing
2015
·
Springer