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An Adaptive Mean-Shift Analysis Approach for Object Extraction and Classification From Urban Hyperspectral Imagery

IEEE transactions on geoscience and remote sensing, 2008-12, Vol.46 (12), p.4173-4185

2008

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An SVM Ensemble Approach Combining Spectral, Structural, and Semantic Features for the Classification of High-Resolution Remotely Sensed Imagery

IEEE transactions on geoscience and remote sensing, 2013-01, Vol.51 (1), p.257-272

2013

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Spectral-Spatial Unified Networks for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2018-10, Vol.56 (10), p.5893-5909

2018

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Scene Classification via a Gradient Boosting Random Convolutional Network Framework

IEEE transactions on geoscience and remote sensing, 2016-03, Vol.54 (3), p.1793-1802

2016

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Saliency-Guided Unsupervised Feature Learning for Scene Classification

IEEE transactions on geoscience and remote sensing, 2015-04, Vol.53 (4), p.2175-2184

2015

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FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2020-08, Vol.58 (8), p.5612-5626

2020

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A post-classification change detection method based on iterative slow feature analysis and Bayesian soft fusion

Remote sensing of environment, 2017-09, Vol.199, p.241-255

2017

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Pre-Trained AlexNet Architecture with Pyramid Pooling and Supervision for High Spatial Resolution Remote Sensing Image Scene Classification

Remote sensing (Basel, Switzerland), 2017-08, Vol.9 (8), p.848

2017

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SCViT: A Spatial-Channel Feature Preserving Vision Transformer for Remote Sensing Image Scene Classification

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-12

2022

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On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification

IEEE transactions on geoscience and remote sensing, 2012-03, Vol.50 (3), p.879-893

2012

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Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction

IEEE transactions on geoscience and remote sensing, 2013-01, Vol.51 (1), p.242-256

2013

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Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary

IEEE transactions on geoscience and remote sensing, 2014-06, Vol.52 (6), p.3707-3719

2014

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AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification

IEEE transactions on geoscience and remote sensing, 2017-07, Vol.55 (7), p.3965-3981

2017

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Kernel Slow Feature Analysis for Scene Change Detection

IEEE transactions on geoscience and remote sensing, 2017-04, Vol.55 (4), p.2367-2384

2017

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Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2015-10, Vol.53 (10), p.5338-5351

2015

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A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery

IEEE journal of selected topics in applied earth observations and remote sensing, 2014-06, Vol.7 (6), p.2056-2065

2014

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Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery

Remote sensing (Basel, Switzerland), 2015-11, Vol.7 (11), p.14680-14707

2015

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A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2017-06, Vol.55 (6), p.3071-3083

2017

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Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery

IEEE transactions on geoscience and remote sensing, 2016-04, Vol.54 (4), p.2108-2123

2016

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Sparse-Adaptive Hypergraph Discriminant Analysis for Hyperspectral Image Classification

IEEE geoscience and remote sensing letters, 2020-06, Vol.17 (6), p.1082-1086

2020

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A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification

IEEE transactions on geoscience and remote sensing, 2017-07, Vol.55 (7), p.4032-4046

2017

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Bag-of-Visual-Words Scene Classifier With Local and Global Features for High Spatial Resolution Remote Sensing Imagery

IEEE geoscience and remote sensing letters, 2016-06, Vol.13 (6), p.747-751

2016

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High-Resolution Image Classification Integrating Spectral-Spatial-Location Cues by Conditional Random Fields

IEEE transactions on image processing, 2016-09, Vol.25 (9), p.4033-4045

2016

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Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery

IEEE transactions on geoscience and remote sensing, 2016-06, Vol.54 (6), p.3248-3264

2016

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A multi-index learning approach for classification of high-resolution remotely sensed images over urban areas

ISPRS journal of photogrammetry and remote sensing, 2014-04, Vol.90, p.36-48

2014

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An Adaptive Mean-Shift Analysis Approach for Object Extraction and Classification From Urban Hyperspectral Imagery

An SVM Ensemble Approach Combining Spectral, Structural, and Semantic Features for the Classification of High-Resolution Remotely Sensed Imagery

Spectral-Spatial Unified Networks for Hyperspectral Image Classification

Scene Classification via a Gradient Boosting Random Convolutional Network Framework

Saliency-Guided Unsupervised Feature Learning for Scene Classification

FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification

A post-classification change detection method based on iterative slow feature analysis and Bayesian soft fusion

Pre-Trained AlexNet Architecture with Pyramid Pooling and Supervision for High Spatial Resolution Remote Sensing Image Scene Classification

SCViT: A Spatial-Channel Feature Preserving Vision Transformer for Remote Sensing Image Scene Classification

On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification

Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction

Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary

AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification

Kernel Slow Feature Analysis for Scene Change Detection

Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification

A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery

Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery

A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification

Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery

Sparse-Adaptive Hypergraph Discriminant Analysis for Hyperspectral Image Classification

A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification

Bag-of-Visual-Words Scene Classifier With Local and Global Features for High Spatial Resolution Remote Sensing Imagery

High-Resolution Image Classification Integrating Spectral-Spatial-Location Cues by Conditional Random Fields

Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery

A multi-index learning approach for classification of high-resolution remotely sensed images over urban areas

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