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Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification

IEEE transactions on geoscience and remote sensing, 2017-10, Vol.55 (10), p.5653-5665

2017

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Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles

Remote sensing (Basel, Switzerland), 2020-06, Vol.12 (12), p.1973

2020

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Unsupervised Domain Adaptation with Contrastive Learning-Based Discriminative Feature Augmentation for RS Image Classification

Remote sensing (Basel, Switzerland), 2024-06, Vol.16 (11), p.1974

2024

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A Hybrid Attention-Aware Fusion Network (HAFNet) for Building Extraction from High-Resolution Imagery and LiDAR Data

Remote sensing (Basel, Switzerland), 2020-11, Vol.12 (22), p.3764

2020

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Self-Trained Deep Forest with Limited Samples for Urban Impervious Surface Area Extraction in Arid Area Using Multispectral and PolSAR Imageries

Sensors (Basel, Switzerland), 2022-09, Vol.22 (18), p.6844

2022

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GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.3200-3214

2021

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LFEMAP-Net: Low-Level Feature Enhancement and Multiscale Attention Pyramid Aggregation Network for Building Extraction From High-Resolution Remote Sensing Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.2718-2730

2024

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Performance Evaluation of Downscaling Sentinel-2 Imagery for Land Use and Land Cover Classification by Spectral-Spatial Features

Remote sensing (Basel, Switzerland), 2017-12, Vol.9 (12), p.1274

2017

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An Object-Oriented CNN Model Based on Improved Superpixel Segmentation for High-Resolution Remote Sensing Image Classification

IEEE journal of selected topics in applied earth observations and remote sensing, 2022, Vol.15, p.4782-4796

2022

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A Multifeature Fusion Framework Based on D-S Theory for Automatic Building Extraction From High-Resolution Remote Sensing Imagery

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.11839-11856

2024

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ME-Net: A Multi-Scale Erosion Network for Crisp Building Edge Detection from Very High Resolution Remote Sensing Imagery

Remote sensing (Basel, Switzerland), 2021-10, Vol.13 (19), p.3826

2021

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Improving Deep Forest via Patch-Based Pooling, Morphological Profiling, and Pseudo Labeling for Remote Sensing Image Classification

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.9334-9349

2021

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HOLP-DF: HOLP Based Screening Ultrahigh Dimensional Subfeatures in Deep Forest for Remote Sensing Image Classification

IEEE journal of selected topics in applied earth observations and remote sensing, 2022, Vol.15, p.1-12

2022

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Estimating Large-Scale Interannual Dynamic Impervious Surface Percentages Based on Regional Divisions

Remote sensing (Basel, Switzerland), 2022-08, Vol.14 (15), p.3786

2022

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Building Footprint Extraction From Unmanned Aerial Vehicle Images Via PRU-Net: Application to Change Detection

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.2236-2248

2021

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Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30

Remote sensing (Basel, Switzerland), 2019-06, Vol.11 (12), p.1397

2019

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Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images

Remote sensing (Basel, Switzerland), 2022-01, Vol.14 (1), p.230

2022

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Spatio-temporal change of urban-rural vegetation phenology and its response to land surface temperature in Northeast China

Shengtai Xuebao = Acta Ecologica Sinica, 2020-06 (12), p.4137

2020

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Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data

Remote sensing (Basel, Switzerland), 2021-01, Vol.13 (2), p.212

2021

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A Building Shape Vectorization Hierarchy From VHR Remote Sensing Imagery Combined DCNNs-Based Edge Detection and PCA-Based Corner Extraction

IEEE journal of selected topics in applied earth observations and remote sensing, 2023, Vol.16, p.750-761

2023

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Fine Object Change Detection Based on Vector Boundary and Deep Learning With High-Resolution Remote Sensing Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2022, Vol.15, p.4094-4103

2022

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Change Detection Based on Low-Level to High-Level Features Integration With Limited Samples

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.6260-6276

2020

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Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification

Remote sensing (Basel, Switzerland), 2017-04, Vol.9 (4), p.337

2017

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Small Manhole Cover Detection in Remote Sensing Imagery with Deep Convolutional Neural Networks

ISPRS international journal of geo-information, 2019-01, Vol.8 (1), p.49

2019

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Ensemble of ERDTs for Spectral–Spatial Classification of Hyperspectral Images Using MRS Object-Guided Morphological Profiles

Journal of imaging, 2020-10, Vol.6 (11), p.114

2020

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Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification

Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles

Unsupervised Domain Adaptation with Contrastive Learning-Based Discriminative Feature Augmentation for RS Image Classification

A Hybrid Attention-Aware Fusion Network (HAFNet) for Building Extraction from High-Resolution Imagery and LiDAR Data

Self-Trained Deep Forest with Limited Samples for Urban Impervious Surface Area Extraction in Arid Area Using Multispectral and PolSAR Imageries

GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection

LFEMAP-Net: Low-Level Feature Enhancement and Multiscale Attention Pyramid Aggregation Network for Building Extraction From High-Resolution Remote Sensing Images

Performance Evaluation of Downscaling Sentinel-2 Imagery for Land Use and Land Cover Classification by Spectral-Spatial Features

An Object-Oriented CNN Model Based on Improved Superpixel Segmentation for High-Resolution Remote Sensing Image Classification

A Multifeature Fusion Framework Based on D-S Theory for Automatic Building Extraction From High-Resolution Remote Sensing Imagery

ME-Net: A Multi-Scale Erosion Network for Crisp Building Edge Detection from Very High Resolution Remote Sensing Imagery

Improving Deep Forest via Patch-Based Pooling, Morphological Profiling, and Pseudo Labeling for Remote Sensing Image Classification

HOLP-DF: HOLP Based Screening Ultrahigh Dimensional Subfeatures in Deep Forest for Remote Sensing Image Classification

Estimating Large-Scale Interannual Dynamic Impervious Surface Percentages Based on Regional Divisions

Building Footprint Extraction From Unmanned Aerial Vehicle Images Via PRU-Net: Application to Change Detection

Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30

Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images

Spatio-temporal change of urban-rural vegetation phenology and its response to land surface temperature in Northeast China

Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data

A Building Shape Vectorization Hierarchy From VHR Remote Sensing Imagery Combined DCNNs-Based Edge Detection and PCA-Based Corner Extraction

Fine Object Change Detection Based on Vector Boundary and Deep Learning With High-Resolution Remote Sensing Images

Change Detection Based on Low-Level to High-Level Features Integration With Limited Samples

Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification

Small Manhole Cover Detection in Remote Sensing Imagery with Deep Convolutional Neural Networks

Ensemble of ERDTs for Spectral–Spatial Classification of Hyperspectral Images Using MRS Object-Guided Morphological Profiles

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