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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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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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Weakly Supervised Learning Based on Coupled Convolutional Neural Networks for Aircraft Detection

IEEE transactions on geoscience and remote sensing, 2016-09, Vol.54 (9), p.5553-5563

2016

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Spectral-Spatial Sparse Subspace Clustering for Hyperspectral Remote Sensing Images

IEEE transactions on geoscience and remote sensing, 2016-06, Vol.54 (6), p.3672-3684

2016

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Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

IEEE geoscience and remote sensing magazine, 2016-06, Vol.4 (2), p.22-40

2016

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Random-Selection-Based Anomaly Detector for Hyperspectral Imagery

IEEE transactions on geoscience and remote sensing, 2011-05, Vol.49 (5), p.1578-1589

2011

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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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Scene Classification Based on the Multifeature Fusion Probabilistic Topic Model for High Spatial Resolution Remote Sensing Imagery

IEEE transactions on geoscience and remote sensing, 2015-11, Vol.53 (11), p.6207-6222

2015

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Review of the pansharpening methods for remote sensing images based on the idea of meta-analysis: Practical discussion and challenges

Information fusion, 2019-03, Vol.46, p.102-113

2019

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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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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 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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Hyperspectral Anomaly Detection via a Sparsity Score Estimation Framework

IEEE transactions on geoscience and remote sensing, 2017-06, Vol.55 (6), p.3208-3222

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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Noise Removal From Hyperspectral Image With Joint Spectral-Spatial Distributed Sparse Representation

IEEE transactions on geoscience and remote sensing, 2016-09, Vol.54 (9), p.5425-5439

2016

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A Spatial and Temporal Nonlocal Filter-Based Data Fusion Method

IEEE transactions on geoscience and remote sensing, 2017-08, Vol.55 (8), p.4476-4488

2017

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Target detection based on a dynamic subspace

Pattern recognition, 2014-01, Vol.47 (1), p.344-358

2014

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Mechanism-learning coupling paradigms for parameter inversion and simulation in earth surface systems

Science China. Earth sciences, 2023-03, Vol.66 (3), p.568-582

2023

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Spatiotemporal Detection and Analysis of Urban Villages in Mega City Regions of China Using High-Resolution Remotely Sensed Imagery

IEEE transactions on geoscience and remote sensing, 2015-07, Vol.53 (7), p.3639-3657

2015

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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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Hyperspectral Anomaly Detection Based on Machine Learning: An Overview

IEEE journal of selected topics in applied earth observations and remote sensing, 2022, Vol.15, p.3351-3364

2022

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Estimating surface soil moisture from satellite observations using a generalized regression neural network trained on sparse ground-based measurements in the continental U.S

Journal of hydrology (Amsterdam), 2020-01, Vol.580, p.124351, Article 124351

2020

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

Scene Classification via a Gradient Boosting Random Convolutional Network Framework

Saliency-Guided Unsupervised Feature Learning for Scene Classification

Weakly Supervised Learning Based on Coupled Convolutional Neural Networks for Aircraft Detection

Spectral-Spatial Sparse Subspace Clustering for Hyperspectral Remote Sensing Images

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

Random-Selection-Based Anomaly Detector for Hyperspectral Imagery

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

Scene Classification Based on the Multifeature Fusion Probabilistic Topic Model for High Spatial Resolution Remote Sensing Imagery

Review of the pansharpening methods for remote sensing images based on the idea of meta-analysis: Practical discussion and challenges

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

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

A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification

Hyperspectral Anomaly Detection via a Sparsity Score Estimation Framework

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

Noise Removal From Hyperspectral Image With Joint Spectral-Spatial Distributed Sparse Representation

A Spatial and Temporal Nonlocal Filter-Based Data Fusion Method

Target detection based on a dynamic subspace

Mechanism-learning coupling paradigms for parameter inversion and simulation in earth surface systems

Spatiotemporal Detection and Analysis of Urban Villages in Mega City Regions of China Using High-Resolution Remotely Sensed Imagery

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

Hyperspectral Anomaly Detection Based on Machine Learning: An Overview

Estimating surface soil moisture from satellite observations using a generalized regression neural network trained on sparse ground-based measurements in the continental U.S

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