Pedram Ghamisi

The Landslide4Sense Competition 2022.

[BibT_eX]

[DOI]

A Deep Feature Retrieved Network for Bitemporal Remote Sensing Image Change Detection.

[BibT_eX]

[DOI]

Shizhen Chang

Michael Kopp

2021

Classification of Hyperspectral Images via Multitask Generative Adversarial Networks.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Hyperspectral Image Classification With Attention-Aided CNNs.

[BibT_eX]

[DOI]

Shuvra S. Bhattacharyya

IEEE Trans. Geosci. Remote. Sens., 2021

Fusion of Dual Spatial Information for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Multiscale Densely-Connected Fusion Networks for Hyperspectral Images Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Global Land-Cover Mapping With Weak Supervision: Outcome of the 2020 IEEE GRSS Data Fusion Contest.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track DSE: Detection of Settlements Without Electricity.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

The Potential of Machine Learning for a More Responsible Sourcing of Critical Raw Materials.

[BibT_eX]

[DOI]

Isabel Cecilia Contreras Acosta

Moritz Kirsch

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Remote Sensing Image Scene Classification via Label Augmentation and Intra-Class Constraint.

[BibT_eX]

[DOI]

Hao Xie

Sepideh Tavakkoli Piralilou

Remote. Sens., 2021

Unsupervised Deep Learning for Landslide Detection from Multispectral Sentinel-2 Imagery.

[BibT_eX]

[DOI]

Hejar Shahabi

Maryam Rahimzad

Remote. Sens., 2021

U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks.

[BibT_eX]

[DOI]

Mercedes Eugenia Paoletti

IEEE Geosci. Remote. Sens. Lett., 2021

Deep Learning and Earth Observation to Support the Sustainable Development Goals.

[BibT_eX]

[DOI]

CoRR, 2021

Large-Scale Hyperspectral Image Clustering Using Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Fully Linear Graph Convolutional Networks for Semi-Supervised Learning and Clustering.

[BibT_eX]

[DOI]

CoRR, 2021

A Multi-Sensor Subspace-Based Clustering Algorithm Using RGB and Hyperspectral Data.

[BibT_eX]

[DOI]

Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

When is the Right Time to Apply Denoising?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Spectral Unmixing Using Deep Convolutional Encoder-Decoder.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Region-Growing Fully Convolutional Networks for Hyperspectral Image Classification with Point-Level Supervision.

[BibT_eX]

[DOI]

Yonghao Xu

Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021

Hyperspectral Denoising: From Conventional Techniques Towards Deep Learning Ones.

[BibT_eX]

[DOI]

Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021

CDCEO'21 - First Workshop on Complex Data Challenges in Earth Observation.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Hyperspectral Anomaly Detection based on Low-rank Structure Exploration.

[BibT_eX]

[DOI]

Shizhen Chang

Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021

2020

Deep Metric Learning Based on Scalable Neighborhood Components for Remote Sensing Scene Characterization.

[BibT_eX]

[DOI]

Jian Kang

Rubén Fernández-Beltran

IEEE Trans. Geosci. Remote. Sens., 2020

Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Heterogeneous Transfer Learning for Hyperspectral Image Classification Based on Convolutional Neural Network.

[BibT_eX]

[DOI]

Xin He

IEEE Trans. Geosci. Remote. Sens., 2020

Classification of Hyperspectral and LiDAR Data Using Coupled CNNs.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Multichannel Pulse-Coupled Neural Network-Based Hyperspectral Image Visualization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Support Vector Machine Versus Random Forest for Remote Sensing Image Classification: A Meta-Analysis and Systematic Review.

[BibT_eX]

[DOI]

Mohammadreza Sheykhmousa

Masoud MahdianPari

Hamid Ghanbari

Fariba Mohammadimanesh

Mohammad Moein Sheikholeslami

Saeid Homayouni

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

An Efficient Deep Unsupervised Superresolution Model for Remote Sensing Images.

[BibT_eX]

[DOI]

Saeed Nadi

Amin Alizadeh Naeini

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Multiple Optical Sensor Fusion for Mineral Mapping of Core Samples.

[BibT_eX]

[DOI]

Sensors, 2020

Hierarchical Sparse Subspace Clustering (HESSC): An Automatic Approach for Hyperspectral Image Analysis.

[BibT_eX]

[DOI]

Mahdi Khodadadzadeh

Laura Tusa

Raimon Tolosana-Delgado

Remote. Sens., 2020

Data Fusion Using a Multi-Sensor Sparse-Based Clustering Algorithm.

[BibT_eX]

[DOI]

Remote. Sens., 2020

How Hyperspectral Image Unmixing and Denoising Can Boost Each Other.

[BibT_eX]

[DOI]

Remote. Sens., 2020

A Multi-Sensor Fusion Framework Based on Coupled Residual Convolutional Neural Networks.

[BibT_eX]

[DOI]

Remote. Sens., 2020

High-Rankness Regularized Semi-Supervised Deep Metric Learning for Remote Sensing Imagery.

[BibT_eX]

[DOI]

Jian Kang

Rubén Fernández-Beltran

Remote. Sens., 2020

Component Decomposition-Based Hyperspectral Resolution Enhancement for Mineral Mapping.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Multilevel Structure Extraction-Based Multi-Sensor Data Fusion.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Hyperspectral Mixed Gaussian and Sparse Noise Reduction.

[BibT_eX]

[DOI]

Emma Izquierdo-Verdiguier

IEEE Geosci. Remote. Sens. Lett., 2020

Multispectral Change Detection With Bilinear Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2020

Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources.

[BibT_eX]

[DOI]

Álvaro Moreno-Martínez

Jordi Muñoz-Marí

Amirhosein Mosavi

Gustau Camps-Valls

Inf. Fusion, 2020

Remote sensing image classification using subspace sensor fusion.

[BibT_eX]

[DOI]

Inf. Fusion, 2020

Spatial Analysis of Seasonal Precipitation over Iran: Co-Variation with Climate Indices.

[BibT_eX]

[DOI]

Shahaboddin Shamshirband

ISPRS Int. J. Geo Inf., 2020

Comprehensive Review of Deep Reinforcement Learning Methods and Applications in Economics.

[BibT_eX]

[DOI]

CoRR, 2020

Data Science in Economics.

[BibT_eX]

[DOI]

CoRR, 2020

Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep.

[BibT_eX]

[DOI]

Annamária R. Várkonyi-Kóczy

CoRR, 2020

COVID-19 Outbreak Prediction with Machine Learning.

[BibT_eX]

[DOI]

Uwe Reuter

Timon Rabczuk

Peter M. Atkinson

Algorithms, 2020

Fusion of Multispectral LiDAR and Hyperspectral Imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Towards 4D Virtual Outcrops with Hyperspectral Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Remote Sensing and Deep Learning for Sustainable Mining.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Intrinsic Image Decomposition-Based Resolution Enhancement for Mineral Mapping.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Sun Glint Removal of Hyperspectral Images via Texture-Aware Total Variation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones.

[BibT_eX]

[DOI]

Guichen Zhang

IEEE Trans. Geosci. Remote. Sens., 2019

Deep Learning for Hyperspectral Image Classification: An Overview.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Cascaded Recurrent Neural Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Hyperspectral Image Classification With Squeeze Multibias Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Fusion of Multiple Edge-Preserving Operations for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Isabel Cecilia Contreras Acosta

IEEE Trans. Geosci. Remote. Sens., 2019

Noise-Robust Hyperspectral Image Classification via Multi-Scale Total Variation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Deep Learning Ensemble for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

A Machine Learning Framework for Drill-Core Mineral Mapping Using Hyperspectral and High-Resolution Mineralogical Data Fusion.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Multi-Sensor Spectral Imaging of Geological Samples: A Data Fusion Approach Using Spatio-Spectral Feature Extraction.

[BibT_eX]

[DOI]

Sensors, 2019

Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Hyperspectral Image Classification with Multi-Scale Feature Extraction.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Hyperspectral Feature Extraction Using Sparse and Smooth Low-Rank Analysis.

[BibT_eX]

[DOI]

Remote. Sens., 2019

LiDAR Data Classification Using Spatial Transformation and CNN.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Multisensor Composite Kernels Based on Extreme Learning Machines.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Multiple convolutional layers fusion framework for hyperspectral image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Mixed Noise Reduction in Hyperspectral Imagery.

[BibT_eX]

[DOI]

Jocelyn Chanussot

Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

LW-ODF: A Light-Weight Object Detection Framework for Optical Remote Sensing Imagery.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multisensor Feature Fusion Using Low-Rank Modeling and Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multi-Source and multi-Scale Imaging-Data Integration to boost Mineral Mapping.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Novel Composite Kernel Approach for Multisensor Remote Sensing Data Fusion.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Mineral Mapping of Drill Core Hyperspectral Data with Extreme Learning Machines.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

An Integrated Multi-Sensor System for the In-Line Monitoring of Material Streams.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

2018

Generative Adversarial Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Lin Zhu

IEEE Trans. Geosci. Remote. Sens., 2018

Random Forest Ensembles and Extended Multiextinction Profiles for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Corrections to "Deep Recurrent Neural Networks for Hyperspectral Image Classification".

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Unsupervised Spectral-Spatial Feature Learning via Deep Residual Conv-Deconv Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Extinction Profiles Fusion for Hyperspectral Images Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Open Data for Global Multimodal Land Use Classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Radiometric Normalization of Multitemporal and Multisensor Remote Sensing Images Based on a Gaussian Mixture Model and Error Ellipse.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

MsRi-CCF: Multi-Scale and Rotation-Insensitive Convolutional Channel Features for Geospatial Object Detection.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Noise Reduction in Hyperspectral Imagery: Overview and Application.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Feature Importance Analysis for Local Climate Zone Classification Using a Residual Convolutional Neural Network with Multi-Source Datasets.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Hyperspectral and LiDAR Fusion Using Deep Three-Stream Convolutional Neural Networks.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Deformable Convolutional Neural Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Jian Zhu

Leyuan Fang

IEEE Geosci. Remote. Sens. Lett., 2018

LiDAR Data Classification Using Morphological Profiles and Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

IMG2DSM: Height Simulation From Single Imagery Using Conditional Generative Adversarial Net.

[BibT_eX]

[DOI]

Naoto Yokoya

IEEE Geosci. Remote. Sens. Lett., 2018

Feature Extraction and Selection of Sentinel-1 Dual-Pol Data for Global-Scale Local Climate Zone Classification.

[BibT_eX]

[DOI]

Jingliang Hu

ISPRS Int. J. Geo Inf., 2018

Multisource and Multitemporal Data Fusion in Remote Sensing.

[BibT_eX]

[DOI]

CoRR, 2018

A Machine Learning Technique for Drill Core Hyperspectral Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Sparse and Smooth Feature Extraction for Hyperspectral Imagery.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Feature Importance Analysis of Sentinel-2 Imagery for Large-Scale Urban Local Climate Zone Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Subspace Multinomial Logistic Regression Ensemble for Classification of Hyperspectral Images.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

The Need for Multi-Source, Multi-Scale Hyperspectral Imaging to Boost Non-Invasive Mineral Exploration.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Fusion of Hyperspectral and LiDAR Data Using Sparse and Low-Rank Component Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Hyperspectral and LiDAR Fusion Using Extinction Profiles and Total Variation Component Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Deep Recurrent Neural Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Hyperspectral and LiDAR Data Fusion Using Extinction Profiles and Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

Bernhard Höfle

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Automatic Hyperspectral Image Restoration Using Sparse and Low-Rank Modeling.

[BibT_eX]

[DOI]

Magnus Orn Ulfarsson

IEEE Geosci. Remote. Sens. Lett., 2017

LiDAR Data Classification Using Extinction Profiles and a Composite Kernel Support Vector Machine.

[BibT_eX]

[DOI]

Shaghayegh Kargozar Nahavandya

Bernhard Höfle

IEEE Geosci. Remote. Sens. Lett., 2017

Hyperspectral Images Classification With Gabor Filtering and Convolutional Neural Network.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

Deep Fusion of Remote Sensing Data for Accurate Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

Using the SLEUTH urban growth model to simulate the impacts of future policy scenarios on urban land use in the Tehran metropolitan area in Iran.

[BibT_eX]

[DOI]

Lalit Kumar

CoRR, 2017

Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study.

[BibT_eX]

[DOI]

Gabriele Cavallaro

Dan Wu

Antonio Plaza

CoRR, 2017

Multimodal, multitemporal, and multisource global data fusion for local climate zones classification based on ensemble learning.

[BibT_eX]

[DOI]

Naoto Yokoya

Junshi Xia

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fully conv-deconv network for unsupervised spectral-spatial feature extraction of hyperspectral imagery via residual learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Evaluation of polsar similarity measures with spectral clustering.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Hyperspectral images classification by fusing extinction profiles feature.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Feature fusion of hyperspectral and lidar data using extinction profiles and total variation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Multiple composite kernel learning for hyperspectral image classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Extinction Profiles for the Classification of Remote Sensing Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Hyperspectral Data Classification Using Extended Extinction Profiles.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2016

A Self-Improving Convolution Neural Network for the Classification of Hyperspectral Data.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2016

Land-cover monitoring using time-series hyperspectral data via fractional-order darwinian particle swarm optimization segmentation.

[BibT_eX]

[DOI]

Naoto Yokoya

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Object based fusion of polarimetric SAR and hyperspectral imaging for land use classification.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Extended extinction profile for the classification of hyperspectral images.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

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

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Deep fusion of hyperspectral and LiDAR data for thematic classification.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

A Survey on Spectral-Spatial Classification Techniques Based on Attribute Profiles.

[BibT_eX]

[DOI]

Mauro Dalla Mura

IEEE Trans. Geosci. Remote. Sens., 2015

A Novel Feature Selection Approach Based on FODPSO and SVM.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

A Novel Evolutionary Swarm Fuzzy Clustering Approach for Hyperspectral Imagery.

[BibT_eX]

[DOI]

Abder-Rahman Ali

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

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

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2015

An advanced classifier for the joint use of LiDAR and hyperspectral data: Case study in Queensland, Australia.

[BibT_eX]

[DOI]

Dan Wu

Gabriele Cavallaro

Stuart R. Phinn

Nicola Falco

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

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

[BibT_eX]

[DOI]

Fernando Manuel Lourenço Martins

IEEE Trans. Geosci. Remote. Sens., 2014

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

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

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

[BibT_eX]

[DOI]

Johannes R. Sveinsson

IEEE Trans. Geosci. Remote. Sens., 2014

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

[BibT_eX]

[DOI]

Gabriele Cavallaro

Antonio Plaza

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Integration of Segmentation Techniques for Classification of Hyperspectral Images.

[BibT_eX]

[DOI]

Mathieu Fauvel

IEEE Geosci. Remote. Sens. Lett., 2014

FODSPO based feature selection for hyperspectral remote sensing data.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Fusion of hyperspectral and LiDAR data in classification of urban areas.

[BibT_eX]

[DOI]

Stuart R. Phinn

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Spectral-spatial classification based on integrated segmentation.

[BibT_eX]

[DOI]

Mathieu Fauvel

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

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

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

An efficient method for segmentation of images based on fractional calculus and natural selection.

[BibT_eX]

[DOI]

Nuno M. F. Ferreira

Expert Syst. Appl., 2012

Use of Darwinian Particle Swarm Optimization technique for the segmentation of Remote Sensing images.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A novel adaptive compression method for hyperspectral images by using EDT and particle swarm optimization.

[BibT_eX]

[DOI]