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Random Forest Ensembles and Extended Multiextinction Profiles for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2018-01, Vol.56 (1), p.202-216

2018

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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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Hyperspectral Image Classification With Canonical Correlation Forests

IEEE transactions on geoscience and remote sensing, 2017-01, Vol.55 (1), p.421-431

2017

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Flood Detection Using Multiple Chinese Satellite Datasets during 2020 China Summer Floods

Remote sensing (Basel, Switzerland), 2022-01, Vol.14 (1), p.51

2022

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Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples

IEEE transactions on geoscience and remote sensing, 2016-03, Vol.54 (3), p.1519-1531

2016

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Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles

IEEE transactions on geoscience and remote sensing, 2015-09, Vol.53 (9), p.4768-4786

2015

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Hyperspectral Remote Sensing Image Classification Based on Rotation Forest

IEEE geoscience and remote sensing letters, 2014-01, Vol.11 (1), p.239-243

2014

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Spatiotemporal Pattern of PM2.5 Concentrations in Mainland China and Analysis of Its Influencing Factors using Geographically Weighted Regression

Scientific reports, 2017-01, Vol.7 (1), p.40607-40607, Article 40607

2017

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DML: Differ-Modality Learning for Building Semantic Segmentation

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-14

2022

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Information fusion techniques for change detection from multi-temporal remote sensing images

Information fusion, 2013-01, Vol.14 (1), p.19-27

2013

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Landslide Extraction Using Mask R-CNN with Background-Enhancement Method

Remote sensing (Basel, Switzerland), 2022-05, Vol.14 (9), p.2206

2022

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Probabilistic Mangrove Species Mapping with Multiple-Source Remote-Sensing Datasets Using Label Distribution Learning in Xuan Thuy National Park, Vietnam

Remote sensing (Basel, Switzerland), 2020-11, Vol.12 (22), p.3834

2020

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National high-resolution cropland classification of Japan with agricultural census information and multi-temporal multi-modality datasets

International journal of applied earth observation and geoinformation, 2023-03, Vol.117, p.103193, Article 103193

2023

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Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy

IEEE transactions on geoscience and remote sensing, 2016-08, Vol.54 (8), p.4971-4982

2016

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Object-Based Change Detection in Urban Areas from High Spatial Resolution Images Based on Multiple Features and Ensemble Learning

Remote sensing (Basel, Switzerland), 2018-02, Vol.10 (2), p.276

2018

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Multi-Source Data Fusion Based on Ensemble Learning for Rapid Building Damage Mapping during the 2018 Sulawesi Earthquake and Tsunami in Palu, Indonesia

Remote sensing (Basel, Switzerland), 2019-04, Vol.11 (7), p.886

2019

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A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors

IEEE transactions on image processing, 2014-09, Vol.23 (9), p.4160-4174

2014

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Submeter-level land cover mapping of Japan

International journal of applied earth observation and geoinformation, 2024-03, Vol.127, p.103660, Article 103660

2024

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Learning from multimodal and multitemporal earth observation data for building damage mapping

ISPRS journal of photogrammetry and remote sensing, 2021-05, Vol.175, p.132-143

2021

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Rapid mapping of volcanic eruption building damage: A model based on prior knowledge and few-shot fine-tuning

International journal of applied earth observation and geoinformation, 2024-02, Vol.126, p.103622, Article 103622

2024

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Building Damage Detection Using U-Net with Attention Mechanism from Pre- and Post-Disaster Remote Sensing Datasets

Remote sensing (Basel, Switzerland), 2021-03, Vol.13 (5), p.905

2021

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Multiple classifier system for remote sensing image classification: a review

Sensors, 2012-04, Vol.12 (4), p.4764-4792

2012

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Enabling the Big Earth Observation Data via Cloud Computing and DGGS: Opportunities and Challenges

Remote sensing (Basel, Switzerland), 2020-01, Vol.12 (1), p.62

2020

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Estimating Mangrove Above-Ground Biomass Using Extreme Gradient Boosting Decision Trees Algorithm with Fused Sentinel-2 and ALOS-2 PALSAR-2 Data in Can Gio Biosphere Reserve, Vietnam

Remote sensing (Basel, Switzerland), 2020-03, Vol.12 (5), p.777

2020

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Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer Days

Remote sensing (Basel, Switzerland), 2020-05, Vol.12 (9), p.1398

2020

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Random Forest Ensembles and Extended Multiextinction Profiles for Hyperspectral Image Classification

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

Hyperspectral Image Classification With Canonical Correlation Forests

Flood Detection Using Multiple Chinese Satellite Datasets during 2020 China Summer Floods

Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples

Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles

Hyperspectral Remote Sensing Image Classification Based on Rotation Forest

Spatiotemporal Pattern of PM2.5 Concentrations in Mainland China and Analysis of Its Influencing Factors using Geographically Weighted Regression

DML: Differ-Modality Learning for Building Semantic Segmentation

Information fusion techniques for change detection from multi-temporal remote sensing images

Landslide Extraction Using Mask R-CNN with Background-Enhancement Method

Probabilistic Mangrove Species Mapping with Multiple-Source Remote-Sensing Datasets Using Label Distribution Learning in Xuan Thuy National Park, Vietnam

National high-resolution cropland classification of Japan with agricultural census information and multi-temporal multi-modality datasets

Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy

Object-Based Change Detection in Urban Areas from High Spatial Resolution Images Based on Multiple Features and Ensemble Learning

Multi-Source Data Fusion Based on Ensemble Learning for Rapid Building Damage Mapping during the 2018 Sulawesi Earthquake and Tsunami in Palu, Indonesia

A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors

Submeter-level land cover mapping of Japan

Learning from multimodal and multitemporal earth observation data for building damage mapping

Rapid mapping of volcanic eruption building damage: A model based on prior knowledge and few-shot fine-tuning

Building Damage Detection Using U-Net with Attention Mechanism from Pre- and Post-Disaster Remote Sensing Datasets

Multiple classifier system for remote sensing image classification: a review

Enabling the Big Earth Observation Data via Cloud Computing and DGGS: Opportunities and Challenges

Estimating Mangrove Above-Ground Biomass Using Extreme Gradient Boosting Decision Trees Algorithm with Fused Sentinel-2 and ALOS-2 PALSAR-2 Data in Can Gio Biosphere Reserve, Vietnam

Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer Days

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