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

A Novel Evolutionary Swarm Fuzzy Clustering Approach for Hyperspectral Imagery

A Novel Feature Selection Approach Based on FODPSO and SVM

A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification

A Novel Methodology to Label Urban Remote Sensing Images Based on Location-Based Social Media Photos

scholarly article by Mingmin Chi et al published October 2017 in Proceedings of the IEEE

A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms

scholarly article

A Pan-Sharpening Method with Beta-Divergence Non-Negative Matrix Factorization in Non-Subsampled Shear Transform Domain

artículo científico publicado en 2022

A Parallel Simulated Annealing Approach to Band Selection for High-Dimensional Remote Sensing Images

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

A Study on the Effectiveness of Different Independent Component Analysis Algorithms for Hyperspectral Image Classification

scholarly article

A Survey on Spectral–Spatial Classification Techniques Based on Attribute Profiles

scholarly article

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

A general approach to the spatial simplification of remote sensing images based on morphological connected filters

A joint spatial and spectral SVM’s classification of panchromatic images

A multiple classifier approach for spectral-spatial classification of hyperspectral data

A new framework for hyperspectral image classification using multiple spectral and spatial features

artículo científico publicado en 2014

A new pansharpening method using an explicit image formation model regularized via Total Variation

A new parallel tool for classification of remotely sensed imagery

article published in 2012

A novel semi-supervised learning framework for hyperspectral image classification

A novel supervised feature selection technique based on genetic algorithms

A smooth hyperspectral unmixing method using cyclic descent

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

artículo científico publicado en 2012

Adaptive Spectral–Spatial Compression of Hyperspectral Image With Sparse Representation

Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite kernel

Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods

Advances in Very-High-Resolution Remote Sensing [Scanning the Issue]

Alternating sequential filters with morphological attribute operators for the analysis of remote sensing images

An ICA based approach to hyperspectral image feature reduction

An interactive color visualization method with multi-image fusion for hyperspectral imagery

artículo científico publicado en 2015

Automatic Attribute Profiles.

artículo científico publicado en 2017

Automatic Extraction of Ellipsoidal Features for Planetary Image Registration

Automatic Framework for Spectral–Spatial Classification Based on Supervised Feature Extraction and Morphological Attribute Profiles

scholarly article

Automatic Retinal Oximetry

artículo científico publicado en 2006

Automatic Spectral–Spatial Classification Framework Based on Attribute Profiles and Supervised Feature Extraction

scholarly article

Automatic morphological attribute profiles

Automatic registration of retina images based on genetic techniques.

artículo científico publicado en 2008

Band selection for hyperspectral images based on parallel particle swarm optimization schemes

Big Data for Remote Sensing: Challenges and Opportunities

Big Data: Practical Applications [Scanning the Issue]

Change Detection in VHR Images Based on Morphological Attribute Profiles

Class-Separation-Based Rotation Forest for Hyperspectral Image Classification

scholarly article

Class-Specific Sparse Multiple Kernel Learning for Spectral–Spatial Hyperspectral Image Classification

Classification based marker selection for watershed transform of hyperspectral images

Classification of Hyperspectral Images by Exploiting Spectral–Spatial Information of Superpixel via Multiple Kernels

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

Classification of Pansharpened Urban Satellite Images

scholarly article

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

scholarly article

Classification of hyperspectral images based on weighted DMPS

Classification of hyperspectral images by using morphological attribute filters and Independent Component Analysis

Classification of hyperspectral images with Extended Attribute Profiles and feature extraction techniques

Classification of hyperspectral images with binary fractional order Darwinian PSO and random forests

Classification using Extended Morphological Attribute Profiles based on different feature extraction techniques

Classifying Remote Sensing Data with Support Vector Machines and Imbalanced Training Data

Cluster-Based Ensemble Classification for Hyperspectral Remote Sensing Images

Combined Curvelet and Wavelet Denoising

Combined Wavelet and Contourlet Denoising of SAR Images

Combined wavelet and curvelet denoising of SAR images using TV segmentation

Comparison of ITPCA and IRMAD for automatic change detection using initial change mask

scholarly article published July 2012

Computational Efficiency Active Learning for classification of hyperspectral images

Contextual Online Dictionary Learning for Hyperspectral Image Classification

Crater detection based on marked point processes

Decision Fusion for Hyperspectral Classification

Decolorization-Based Hyperspectral Image Visualization

scholarly article by Xudong Kang et al published August 2018 in IEEE Transactions on Geoscience and Remote Sensing

Detection and Correction of Mislabeled Training Samples for Hyperspectral Image Classification

Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images

Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis

Ensemble Methods for Classification of Hyperspectral Data

Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data

Ensemble methods for spectral-spatial classification of urban hyperspectral data

European perspectives in hyperspectral data analysis

Extended Random Walker for Shadow Detection in Very High Resolution Remote Sensing Images

Extended Random Walker-Based Classification of Hyperspectral Images

article published in 2015

Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral Images

Extended morphological profiles using auto-associative neural networks for hyperspectral data classification

Extended profiles with morphological attribute filters for the analysis of hyperspectral data

scholarly article

Extended random walkers for hyperspectral image classification

Extending the fractional order Darwinian particle swarm optimization to segmentation of hyperspectral images

Extinction Profiles Fusion for Hyperspectral Images Classification

Extinction Profiles for the Classification of Remote Sensing Data

Extinction profiles: A novel approach for the analysis of remote sensing data

Extraction of spatial features in hyperspectral images based on the analysis of differential attribute profiles

Feature Extraction of Hyperspectral Images With Image Fusion and Recursive Filtering

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

Feature Selection for Morphological Feature Extraction using Random Forests

Feature Selection for Morphological Feature Extraction using Randomforests

Feature selection of hyperspectral data by considering the integration of Genetic Algorithms and Particle Swarm Optimization

Foreword to the Special Issue on Big Data in Remote Sensing

From Subpixel to Superpixel: A Novel Fusion Framework for Hyperspectral Image Classification

Fusion of hyperspectral and LiDAR data in classification of urban areas

Fusion of hyperspectral and lidar data using morphological attribute profiles

Fusion of multisource data sets from agricultural areas for improved land cover classification

Fusion of support vector machines for classifying SAR and multispectral imagery from agricultural areas

GPU Implementation of Iterative-Constrained Endmember Extraction from Remotely Sensed Hyperspectral Images

article by Eysteinn Mar Sigurdsson et al published June 2015 in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Gaussian Pyramid Based Multiscale Feature Fusion for Hyperspectral Image Classification

scholarly article by Shutao Li et al published September 2018 in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Generalized Composite Kernel Framework for Hyperspectral Image Classification

Generalized Differential Morphological Profiles for Remote Sensing Image Classification

scholarly article

Generative Adversarial Networks for Hyperspectral Image Classification

article published in 2018

Glaucoma filtration surgery and retinal oxygen saturation.

artículo científico publicado en 2009

Greetings from GRSS president

HYPER-I-NET: European research network on hyperspectral imaging

artículo científico publicado en 2007

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

High resolution visible image completion of urban region using corresponding hyperspectral image

How Transferable Are Spatial Features for the Classification of Very High Resolution Remote Sensing Data?

Hyperspectral Anomaly Detection With Attribute and Edge-Preserving Filters

Hyperspectral Data Classification Using Extended Extinction Profiles

Hyperspectral Image Classification Using Principal Components-Based Smooth Ordering and Multiple 1-D Interpolation

Hyperspectral Image Classification Via Shape-Adaptive Joint Sparse Representation

Hyperspectral Image Classification With Rotation Random Forest Via KPCA

scholarly article

Hyperspectral Image Classification With Squeeze Multibias Network

Hyperspectral Image Classification via Multiple-Feature-Based Adaptive Sparse Representation

Hyperspectral Image Denoising Using First Order Spectral Roughness Penalty in Wavelet Domain

Hyperspectral Image Denoising With Group Sparse and Low-Rank Tensor Decomposition

Hyperspectral Unmixing on GPUs and Multi-Core Processors: A Comparison

Hyperspectral change detection using IR-MAD and feature reduction

artículo científico publicado en 2011

Hyperspectral change detection with IR-MAD and initial change mask

artículo científico publicado en 2011

Hyperspectral image denoising using 3D wavelets

Hyperspectral image denoising using a new linear model and Sparse Regularization

Hyperspectral image restoration using wavelets

Image fusion for classification of high resolution images based on mathematical morphology

Input-output-consistent domain adaptation algorithm for remote sensing data classification

Integration of Segmentation Techniques for Classification of Hyperspectral Images

Intrinsic Image Decomposition for Feature Extraction of Hyperspectral Images

Joint bilateral filtering and spectral similarity-based sparse representation: A generic framework for effective feature extraction and data classification in hyperspectral imaging

scholarly article by Tong Qiao et al published May 2018 in Pattern Recognition

Joint spectral classification and unmixing using adaptative pixel neighborhoods

Kernel Principal Component Analysis for Feature Reduction in Hyperspectrale Images Analysis

Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas

Land-cover classification using both hyperspectral and LiDAR data

scholarly article

Landslide Inventory Mapping From Bitemporal High-Resolution Remote Sensing Images Using Change Detection and Multiscale Segmentation

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

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

artículo científico publicado en 2020

MTF-Based Deblurring Using a Wiener Filter for CS and MRA Pansharpening Methods

MTF-deblurring preprocessing for CS and MRA pansharpening methods

Machine Learning Techniques in Remote Sensing Data Analysis

scholarly article

Mapping Urban Areas in China Using Multisource Data With a Novel Ensemble SVM Method

article

Marker-based Hierarchical Segmentation and classification approach for hyperspectral imagery

Markov random field models for supervised land cover classification from very high resolution multispectral remote sensing images

Michael J. Barnsley

obituary published in 2008

Mitral valve annular downsizing forces: implications for annuloplasty device development

artículo científico publicado en 2013

Model based PCA/wavelet fusion of multispectral and hyperspectral images

Model based pansharpening method based on TV and MTF deblurring

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

Model-Based Satellite Image Fusion

artículo científico publicado en 2008

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

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

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

Multiple Feature Learning for Hyperspectral Image Classification

artículo científico publicado en 2015

Multiple Kernel Learning for Hyperspectral Image Classification: A Review

article

Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification

Multisensor Composite Kernels Based on Extreme Learning Machines

Neuro-fuzzy and soft computing in classification of remote sensing data

Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification

Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective

On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods

On spatial priors for satellite image fusio

One-Class Oriented Feature Selection and Classification of Heterogeneous Remote Sensing Images

Optimized combination, regularization, and pruning in parallel consensual neural networks ⬇️

artículo científico publicado en 1998

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

artículo científico publicado en 2008

PCA-Based Edge-Preserving Features for Hyperspectral Image Classification

Pansharpening Based on Intrinsic Image Decomposition

Pansharpening With Matting Model

Pansharpening of remote sensing images with a matting model

Pansharpening via sparsity optimization using overcomplete transforms

article published in 2013

Parallel principal component neural networks for classification of event-related potential waveforms.

artículo científico publicado en 1997

Predicting Classification Performance for Benchmark Hyperspectral Datasets

artículo científico publicado en 2022

Probabilistic Fusion of Pixel-Level and Superpixel-Level Hyperspectral Image Classification

Processing high resolution images of urban areas with self-dual attribute filters

Quantitative Quality Evaluation of Pansharpened Imagery: Consistency Versus Synthesis

Random Forests for land cover classification

scholarly article by Pall Oskar Gislason et al published March 2006 in Pattern Recognition Letters

Random-Walker-Based Collaborative Learning for Hyperspectral Image Classification

Recent advances in techniques for hyperspectral image processing

artículo científico publicado en 2009

Region-based classification of remote sensing images with the morphological tree of shapes

Remote Sensing Image Classification Using Attribute Filters Defined Over the Tree of Shapes

Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles

Review of applications of wavelets in speckle reduction and enhancement of SAR images

article

SAR image denoising using total variation based regularization with sure-based optimization of the regularization parameter

Scalable semi-supervised classification of hyperspectral remote sensing data with spectral and spatial information

Segmentation and Classification of Hyperspectral Data using Watershed

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

artículo científico publicado en 2009

Self-dual Attribute Profiles for the Analysis of Remote Sensing Images

Semi-Supervised Classifier Ensembles for Classifying Remote Sensing Data

Semisupervised Self-Learning for Hyperspectral Image Classification

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

Shadow extraction

Simultaneous and Constrained Calibration of Multiple Hyperspectral Images Through a New Generalized Empirical Line Model

scholarly article by Fadi Kizel et al published June 2018 in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Smart data analytics methods for remote sensing applications

Smooth spectral unmixing using total variation regularization and a first order roughness penalty

Smoothing of fused spectral consistent satellite images with TV-based edge detection

Sparse Representation-Based Augmented Multinomial Logistic Extreme Learning Machine With Weighted Composite Features for Spectral–Spatial Classification of Hyperspectral Images

Sparse representation of hyperspectral data using CUR matrix decomposition

Spatial Technology and Social Media [Scanning the Issue]

scholarly article by Antonio Plaza et al published October 2017 in Proceedings of the IEEE

Spatial Technology and Social Media in Remote Sensing: A Survey

scholarly article by Jun Li et al published October 2017 in Proceedings of the IEEE

Spatial technology and social media in remote sensing: challenges and opportunities [point of view]

scholarly article by Jun Li et al published September 2017 in Proceedings of the IEEE

Spatial–Spectral Hyperspectral Image Classification Using Random Multiscale Representation

Speckle Reduction of SAR Images in the Bandlet Domain

Speckle reduction and enhancement of SAR images using multiwavelets and adaptive thresholding

Speckle reduction of SAR images using sure-based adaptive Sigmoid thresholding in the wavelet domain

Speckle reduction of TerraSAR-X imagery using TV segmentation

Spectral Derivative Features for Classification of Hyperspectral Remote Sensing Images: Experimental Evaluation

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

Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles

Spectral derivative features for supervised classification of remote sensing data: An experimental evaluation

Spectral unmixing of multispectral satellite images with dimensionality expansion using morphological profiles

Spectral-spatial classification based on integrated segmentation

Spectral-spatial hyperspectral classification via shape-adaptive sparse representation

Spectrally Consistent Pansharpening

Spectral–Spatial Adaptive Sparse Representation for Hyperspectral Image Denoising

Spectral–Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach ⬇️

artículo científico publicado el 11 de noviembre de 2011

Spectral–Spatial Classification of Hyperspectral Images Based on Hidden Markov Random Fields

Spectral–Spatial Classification of Hyperspectral Images With a Superpixel-Based Discriminative Sparse Model

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

scholarly article

Spectral–Spatial Hyperspectral Image Classification With Edge-Preserving Filtering

Spectral–Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation

Study on the capabilities of morphological attribute profiles in change detection on VHR images

Supervised super-resolution to improve the resolution of hyperspectral images classification maps

article published in 2010

Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery

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

The spectral-spatial classification of hyperspectral images based on Hidden Markov Random Field and its Expectation-Maximization

Unsupervised Change Detection in Multitemporal Images of the Human Retina

Unsupervised change detection analysis to multi-channel scenario based on morphological contextual analysis

article published in 2016

Very High-Resolution Remote Sensing: Challenges and Opportunities [Point of View]

Wavelet based hyperspectral image restoration using spatial and spectral penalties

Wavelet-Based Classification of Hyperspectral Images Using Extended Morphological Profiles on Graphics Processing Units

[Funding of the University of Iceland[Editorial]].

artículo científico publicado en 2016