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List of works by Jón Atli Benediktsson

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Automatic Retinal Oximetry

scientific article published on 01 November 2006
Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods

Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis

Oxygen saturation in human retinal vessels is higher in dark than in light.

scientific article published on 30 December 2008
A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms

scholarly article
Classification of hyperspectral data using extended attribute profiles based on supervised and unsupervised feature extraction techniques

scholarly article
Glaucoma filtration surgery and retinal oxygen saturation.

scientific article published on 3 June 2009
Change Detection in VHR Images Based on Morphological Attribute Profiles

Spectral and Spatial Classification of Hyperspectral Images Based on ICA and Reduced Morphological Attribute Profiles

Random Forests for land cover classification

scholarly article by Pall Oskar Gislason et al published March 2006 in Pattern Recognition Letters
Extended profiles with morphological attribute filters for the analysis of hyperspectral data

scholarly article
Segmentation and classification of hyperspectral images using minimum spanning forest grown from automatically selected markers

scientific article published on 31 December 2009
Self-dual Attribute Profiles for the Analysis of Remote Sensing Images

Multilevel Image Segmentation Based on Fractional-Order Darwinian Particle Swarm Optimization

Recent advances in techniques for hyperspectral image processing

scientific article published in September 2009
Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral Images

A comparison of self-dual attribute profiles based on different filter rules for classification

Set-to-Set Distance-Based Spectral–Spatial Classification of Hyperspectral Images

Model-Based Satellite Image Fusion

scientific article (publication date: May 2008)
Spectral–Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach

scientific article published on November 11, 2011
Parallel principal component neural networks for classification of event-related potential waveforms.

scientific article published in January 1997
An ICA based approach to hyperspectral image feature reduction

Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees

Morphological Profiles Based on Differently Shaped Structuring Elements for Classification of Images With Very High Spatial Resolution

Mitral valve annular downsizing forces: implications for annuloplasty device development

scientific article published on 12 September 2013
Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas

Feature Selection Based on Hybridization of Genetic Algorithm and Particle Swarm Optimization

Generalized Composite Kernel Framework for Hyperspectral Image Classification

Lunar impact crater identification and age estimation with Chang'E data by deep and transfer learning

scientific article published on 22 December 2020
A Study on the Effectiveness of Different Independent Component Analysis Algorithms for Hyperspectral Image Classification

scholarly article
A Novel Automatic Change Detection Method for Urban High-Resolution Remotely Sensed Imagery Based on Multiindex Scene Representation

Extended Random Walker-Based Classification of Hyperspectral Images

article published in 2015
Classification of hyperspectral images with Extended Attribute Profiles and feature extraction techniques

Morphological attribute filters for the analysis of very high resolution remote sensing images

Segmentation and Classification of Hyperspectral Data using Watershed

Pansharpening With Matting Model

A Stepwise Analytical Projected Gradient Descent Search for Hyperspectral Unmixing and Its Code Vectorization

A Novel Feature Selection Approach Based on FODPSO and SVM

Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles

Cluster-Based Ensemble Classification for Hyperspectral Remote Sensing Images

Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles

The Evolution of the Morphological Profile: from Panchromatic to Hyperspectral Images

Model-Based Fusion of Multi- and Hyperspectral Images Using PCA and Wavelets

Spectral–Spatial Classification of Multispectral Images Using Kernel Feature Space Representation

scholarly article
A novel supervised feature selection technique based on genetic algorithms

Spectral–Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation

Adaptive Markov random fields for joint unmixing and segmentation of hyperspectral images

scientific article
Generative Adversarial Networks for Hyperspectral Image Classification

article published in 2018
Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification

Feature Extraction of Hyperspectral Images With Image Fusion and Recursive Filtering

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