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Deep learning in different remote sensing image categories and applications: status and prospects

International journal of remote sensing, 2022-03, Vol.43 (5), p.1800-1847

2022

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MANet: a multi-level aggregation network for semantic segmentation of high-resolution remote sensing images

International journal of remote sensing, 2022-08, Vol.43 (15-16), p.5874-5894

2022

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Cloud/shadow segmentation based on multi-level feature enhanced network for remote sensing imagery

International journal of remote sensing, 2022-08, Vol.43 (15-16), p.5940-5960

2022

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Land cover 2.0

International journal of remote sensing, 2018-06, Vol.39 (12), p.4254-4284

2018

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Crop type classification using a combination of optical and radar remote sensing data: a review

International journal of remote sensing, 2019-09, Vol.40 (17), p.6553-6595

2019

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Urban mapping using DMSP/OLS stable night-time light: a review

International journal of remote sensing, 2017-11, Vol.38 (21), p.6030-6046

2017

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FENet: feature enhancement network for land cover classification

International journal of remote sensing, 2023-03, Vol.44 (5), p.1702-1725

2023

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SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images

International journal of remote sensing, 2023-06, Vol.44 (12), p.3660-3678

2023

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A scale robust convolutional neural network for automatic building extraction from aerial and satellite imagery

International journal of remote sensing, 2019-05, Vol.40 (9), p.3308-3322

2019

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SGBNet: An Ultra Light-weight Network for Real-time Semantic Segmentation of Land Cover

International journal of remote sensing, 2022-08, Vol.43 (15-16), p.5917-5939

2022

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Multi-scale attention fusion network for semantic segmentation of remote sensing images

International journal of remote sensing, 2023-12, Vol.44 (24), p.7909-7926

2023

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Treetop detection using convolutional neural networks trained through automatically generated pseudo labels

International journal of remote sensing, 2020-04, Vol.41 (8), p.3010-3030

2020

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SwinHCST: a deep learning network architecture for scene classification of remote sensing images based on improved CNN and Transformer

International journal of remote sensing, 2023-12, Vol.44 (23), p.7439-7463

2023

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A meta-analysis and review of unmanned aircraft system (UAS) imagery for terrestrial applications

International journal of remote sensing, 2018-08, Vol.39 (15-16), p.5078-5098

2018

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Semantic segmentation of remote sensing images combined with attention mechanism and feature enhancement U-Net

International journal of remote sensing, 2023-10, Vol.44 (19), p.6219-6232

2023

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Bidirectional mutual guidance transformer for salient object detection in optical remote sensing images

International journal of remote sensing, 2023-07, Vol.44 (13), p.4016-4033

2023

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A multiscale fuzzy dual-domain attention network for urban remote sensing image segmentation

International journal of remote sensing, 2022-07, Vol.43 (14), p.5480-5501

2022

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Comparative research on multi-algorithm of soil salinity monitoring based on Gaofen-5, Sentinel-1, and Sentinel-2

International journal of remote sensing, 2023-08, Vol.44 (15), p.4704-4726

2023

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Using Twitter for tasking remote-sensing data collection and damage assessment: 2013 Boulder flood case study

International journal of remote sensing, 2016-01, Vol.37 (1), p.100-124

2016

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Remote sensing wattle rust induced defoliation across black wattle timber plantations in Southern Africa

International journal of remote sensing, 2022-03, Vol.43 (6), p.2212-2226

2022

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A reliable matching algorithm for heterogeneous remote sensing images considering the spatial distribution of matched features

International journal of remote sensing, 2023-02, Vol.44 (3), p.824-851

2023

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Cross-domain remote sensing image retrieval with Gabor-based CNN

International journal of remote sensing, 2023-01, Vol.44 (2), p.567-584

2023

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Young and mature oil palm tree detection and counting using convolutional neural network deep learning method

International journal of remote sensing, 2019-10, Vol.40 (19), p.7500-7515

2019

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Mapping thermokarst lakes and ponds across permafrost landscapes in the Headwater Area of Yellow River on northeastern Qinghai-Tibet Plateau

International journal of remote sensing, 2020-09, Vol.41 (18), p.7042-7067

2020

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HyA-GAN: remote sensing image cloud removal based on hybrid attention generation adversarial network

International journal of remote sensing, 2024-03, Vol.45 (6), p.1755-1773

2024

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Deep learning in different remote sensing image categories and applications: status and prospects

MANet: a multi-level aggregation network for semantic segmentation of high-resolution remote sensing images

Cloud/shadow segmentation based on multi-level feature enhanced network for remote sensing imagery

Land cover 2.0

Crop type classification using a combination of optical and radar remote sensing data: a review

Urban mapping using DMSP/OLS stable night-time light: a review

FENet: feature enhancement network for land cover classification

SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images

A scale robust convolutional neural network for automatic building extraction from aerial and satellite imagery

SGBNet: An Ultra Light-weight Network for Real-time Semantic Segmentation of Land Cover

Multi-scale attention fusion network for semantic segmentation of remote sensing images

Treetop detection using convolutional neural networks trained through automatically generated pseudo labels

SwinHCST: a deep learning network architecture for scene classification of remote sensing images based on improved CNN and Transformer

A meta-analysis and review of unmanned aircraft system (UAS) imagery for terrestrial applications

Semantic segmentation of remote sensing images combined with attention mechanism and feature enhancement U-Net

Bidirectional mutual guidance transformer for salient object detection in optical remote sensing images

A multiscale fuzzy dual-domain attention network for urban remote sensing image segmentation

Comparative research on multi-algorithm of soil salinity monitoring based on Gaofen-5, Sentinel-1, and Sentinel-2

Using Twitter for tasking remote-sensing data collection and damage assessment: 2013 Boulder flood case study

Remote sensing wattle rust induced defoliation across black wattle timber plantations in Southern Africa

A reliable matching algorithm for heterogeneous remote sensing images considering the spatial distribution of matched features

Cross-domain remote sensing image retrieval with Gabor-based CNN

Young and mature oil palm tree detection and counting using convolutional neural network deep learning method

Mapping thermokarst lakes and ponds across permafrost landscapes in the Headwater Area of Yellow River on northeastern Qinghai-Tibet Plateau

HyA-GAN: remote sensing image cloud removal based on hybrid attention generation adversarial network

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