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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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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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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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The impact of small unmanned airborne platforms on passive optical remote sensing: a conceptual perspective

International journal of remote sensing, 2018-08, Vol.39 (15-16), p.4852-4868

2018

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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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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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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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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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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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Measurement of land surface temperature from oblique angle airborne thermal camera observations

International journal of remote sensing, 2020-04, Vol.41 (8), p.3119-3146

2020

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Shallow water bathymetry mapping using Support Vector Machine (SVM) technique and multispectral imagery

International journal of remote sensing, 2018-07, Vol.39 (13), p.4431-4450

2018

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Farmland parcel boundary extraction based on local feature extraction and sparse representation from remote sensing images

International journal of remote sensing, 2024-04, Vol.45 (7), p.2289-2314

2024

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Optimizing distortion magnitude for data augmentation in few-shot remote sensing scene classification

International journal of remote sensing, 2024-02, Vol.45 (4), p.1134-1147

2024

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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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A fusion-based contrastive learning model for cross-modal remote sensing retrieval

International journal of remote sensing, 2022-05, Vol.43 (9), p.3359-3386

2022

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A position-aware attention network with progressive detailing for land use semantic segmentation of Remote Sensing images

International journal of remote sensing, 2023-11, Vol.44 (21), p.6762-6801

2023

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Habitat modelling of escolar fish (Lepidocybium flavobrunneum, Smith 1843) in the southwestern Indian Ocean using remote sensing data

International journal of remote sensing, 2023-07, Vol.ahead-of-print (ahead-of-print), p.1-20

2023

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Dual attention deep fusion semantic segmentation networks of large-scale satellite remote-sensing images

International journal of remote sensing, 2021-05, Vol.42 (9), p.3583-3610

2021

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Learning discriminative spatiotemporal features for precise crop classification from multi-temporal satellite images

International journal of remote sensing, 2020-04, Vol.41 (8), p.3162-3174

2020

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Very high resolution mapping of coral reef state using airborne bathymetric LiDAR surface-intensity and drone imagery

International journal of remote sensing, 2018-09, Vol.39 (17), p.5676-5688

2018

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Application of an unmanned aerial system for monitoring paddy productivity using the GRAMI-rice model

International journal of remote sensing, 2018-04, Vol.39 (8), p.2441-2462

2018

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

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

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

The impact of small unmanned airborne platforms on passive optical remote sensing: a conceptual perspective

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

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

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

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

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

Measurement of land surface temperature from oblique angle airborne thermal camera observations

Shallow water bathymetry mapping using Support Vector Machine (SVM) technique and multispectral imagery

Farmland parcel boundary extraction based on local feature extraction and sparse representation from remote sensing images

Optimizing distortion magnitude for data augmentation in few-shot remote sensing scene classification

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

A fusion-based contrastive learning model for cross-modal remote sensing retrieval

A position-aware attention network with progressive detailing for land use semantic segmentation of Remote Sensing images

Habitat modelling of escolar fish (Lepidocybium flavobrunneum, Smith 1843) in the southwestern Indian Ocean using remote sensing data

Dual attention deep fusion semantic segmentation networks of large-scale satellite remote-sensing images

Learning discriminative spatiotemporal features for precise crop classification from multi-temporal satellite images

Very high resolution mapping of coral reef state using airborne bathymetric LiDAR surface-intensity and drone imagery

Application of an unmanned aerial system for monitoring paddy productivity using the GRAMI-rice model

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