Jón Atli Benediktsson
Jón Atli Benediktsson
Rector/President - Professor of Electrical and Computer Engineering, University of Iceland
Verified email at hi.is - Homepage
Title
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Cited by
Year
Recent advances in techniques for hyperspectral image processing
A Plaza, JA Benediktsson, JW Boardman, J Brazile, L Bruzzone, ...
Remote sensing of environment 113, S110-S122, 2009
14732009
Random forests for land cover classification
PO Gislason, JA Benediktsson, JR Sveinsson
Pattern Recognition Letters 27 (4), 294-300, 2006
14292006
Neural network approaches versus statistical methods in classification of multisource remote sensing data
JA Benediktsson, PH Swain, OK Ersoy
13181990
Classification of hyperspectral data from urban areas based on extended morphological profiles
JA Benediktsson, JA Palmason, JR Sveinsson
IEEE Transactions on Geoscience and Remote Sensing 43 (3), 480-491, 2005
11102005
Advances in spectral-spatial classification of hyperspectral images
M Fauvel, Y Tarabalka, JA Benediktsson, J Chanussot, JC Tilton
Proceedings of the IEEE 101 (3), 652-675, 2012
10242012
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles
M Fauvel, JA Benediktsson, J Chanussot, JR Sveinsson
IEEE Transactions on Geoscience and Remote Sensing 46 (11), 3804-3814, 2008
10142008
A new approach for the morphological segmentation of high-resolution satellite imagery
M Pesaresi, JA Benediktsson
IEEE transactions on Geoscience and Remote Sensing 39 (2), 309-320, 2001
8942001
Classification and feature extraction for remote sensing images from urban areas based on morphological transformations
JA Benediktsson, M Pesaresi, K Amason
IEEE Transactions on Geoscience and Remote Sensing 41 (9), 1940-1949, 2003
7772003
Spectral–spatial classification of hyperspectral imagery based on partitional clustering techniques
Y Tarabalka, JA Benediktsson, J Chanussot
IEEE Transactions on Geoscience and Remote Sensing 47 (8), 2973-2987, 2009
7152009
Morphological attribute profiles for the analysis of very high resolution images
M Dalla Mura, JA Benediktsson, B Waske, L Bruzzone
IEEE Transactions on Geoscience and Remote Sensing 48 (10), 3747-3762, 2010
6232010
SVM-and MRF-based method for accurate classification of hyperspectral images
Y Tarabalka, M Fauvel, J Chanussot, JA Benediktsson
IEEE Geoscience and Remote Sensing Letters 7 (4), 736-740, 2010
6222010
Segmentation and classification of hyperspectral images using watershed transformation
Y Tarabalka, J Chanussot, JA Benediktsson
Pattern Recognition 43 (7), 2367-2379, 2010
5562010
Advances in hyperspectral image classification: Earth monitoring with statistical learning methods
G Camps-Valls, D Tuia, L Bruzzone, JA Benediktsson
IEEE signal processing magazine 31 (1), 45-54, 2013
5082013
Consensus theoretic classification methods
JA Benediktsson, PH Swain
IEEE transactions on Systems, Man, and Cybernetics 22 (4), 688-704, 1992
4631992
Spectral–spatial hyperspectral image classification with edge-preserving filtering
X Kang, S Li, JA Benediktsson
IEEE transactions on geoscience and remote sensing 52 (5), 2666-2677, 2013
4562013
Kernel methods for remote sensing data analysis
G Camps-Valls, L Bruzzone
John Wiley & Sons, 2009
4172009
Generalized composite kernel framework for hyperspectral image classification
J Li, PR Marpu, A Plaza, JM Bioucas-Dias, JA Benediktsson
IEEE transactions on geoscience and remote sensing 51 (9), 4816-4829, 2013
4062013
Fusion of support vector machines for classification of multisensor data
B Waske, JA Benediktsson
IEEE Transactions on geoscience and remote sensing 45 (12), 3858-3866, 2007
4002007
Extended profiles with morphological attribute filters for the analysis of hyperspectral data
M Dalla Mura, J Atli Benediktsson, B Waske, L Bruzzone
International Journal of Remote Sensing 31 (22), 5975-5991, 2010
3252010
Classification of hyperspectral images by using extended morphological attribute profiles and independent component analysis
M Dalla Mura, A Villa, JA Benediktsson, J Chanussot, L Bruzzone
IEEE Geoscience and Remote Sensing Letters 8 (3), 542-546, 2010
3162010
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