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Can we use deep learning models to identify the functionality of plastics from space?

International journal of applied earth observation and geoinformation, 2023-09, Vol.123, p.103491, Article 103491

2023

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3DCentripetalNet: Building height retrieval from monocular remote sensing imagery

International journal of applied earth observation and geoinformation, 2023-06, Vol.120, p.103311, Article 103311

2023

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Recurrently exploring class-wise attention in a hybrid convolutional and bidirectional LSTM network for multi-label aerial image classification

ISPRS journal of photogrammetry and remote sensing, 2019-03, Vol.149, p.188-199

2019

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Relation Matters: Relational Context-Aware Fully Convolutional Network for Semantic Segmentation of High-Resolution Aerial Images

IEEE transactions on geoscience and remote sensing, 2020-11, Vol.58 (11), p.7557-7569

2020

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A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.12408-12417

2019

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Relation Network for Multilabel Aerial Image Classification

IEEE transactions on geoscience and remote sensing, 2020-07, Vol.58 (7), p.4558-4572

2020

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Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification

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

2022

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Semantic Segmentation of Remote Sensing Images With Sparse Annotations

IEEE geoscience and remote sensing letters, 2022, Vol.19, p.1-5

2022

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Deep Learning Meets SAR: Concepts, models, pitfalls, and perspectives

IEEE geoscience and remote sensing magazine, 2021-12, Vol.9 (4), p.143-172

2021

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Building Footprint Generation Through Convolutional Neural Networks With Attraction Field Representation

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-17

2022

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CG-Net: Conditional GIS-Aware Network for Individual Building Segmentation in VHR SAR Images

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-15

2022

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A Review of Building Extraction from Remote Sensing Imagery: Geometrical Structures and Semantic Attributes

IEEE transactions on geoscience and remote sensing, 2024-01, Vol.62, p.1-1

2024

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RRSIS: Referring Remote Sensing Image Segmentation

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-12

2024

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MultiScene: A Large-Scale Dataset and Benchmark for Multiscene Recognition in Single Aerial Images

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-13

2022

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Aerial scene understanding in the wild: Multi-scene recognition via prototype-based memory networks

ISPRS journal of photogrammetry and remote sensing, 2021-07, Vol.177, p.89-102

2021

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Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-16

2022

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SCIDA: Self-Correction Integrated Domain Adaptation From Single- to Multi-Label Aerial Images

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-13

2022

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CrossGeoNet: A Framework for Building Footprint Generation of Label-Scarce Geographical Regions

International journal of applied earth observation and geoinformation, 2022-07, Vol.111, p.102824, Article 102824

2022

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ERA: A Data Set and Deep Learning Benchmark for Event Recognition in Aerial Videos [Software and Data Sets]

IEEE geoscience and remote sensing magazine, 2020-12, Vol.8 (4), p.125-133

2020

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PCINet: a Prototype- and Concept-based Interpretable Network for Mutli-scene Recognition

International archives of the photogrammetry, remote sensing and spatial information sciences., 2024, Vol.XLVIII-1-2024, p.265-270

2024

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FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-13

2022

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So2Sat LCZ42: A Benchmark Data Set for the Classification of Global Local Climate Zones [Software and Data Sets]

IEEE geoscience and remote sensing magazine, 2020-09, Vol.8 (3), p.76-89

2020

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Towards Sustainable Urban Energy: A Robust Deep Learning Framework for Solar Potential Estimation

International archives of the photogrammetry, remote sensing and spatial information sciences., 2024, Vol.XLVIII-1-2024, p.371-378

2024

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Referring Image Segmentation for Remote Sensing Data

IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024, p.946-949

2024

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Label Relation Inference for Multi-Label Aerial Image Classification

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019, p.5244-5247

2019

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Can we use deep learning models to identify the functionality of plastics from space?

3DCentripetalNet: Building height retrieval from monocular remote sensing imagery

Recurrently exploring class-wise attention in a hybrid convolutional and bidirectional LSTM network for multi-label aerial image classification

Relation Matters: Relational Context-Aware Fully Convolutional Network for Semantic Segmentation of High-Resolution Aerial Images

A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes

Relation Network for Multilabel Aerial Image Classification

Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification

Semantic Segmentation of Remote Sensing Images With Sparse Annotations

Deep Learning Meets SAR: Concepts, models, pitfalls, and perspectives

Building Footprint Generation Through Convolutional Neural Networks With Attraction Field Representation

CG-Net: Conditional GIS-Aware Network for Individual Building Segmentation in VHR SAR Images

A Review of Building Extraction from Remote Sensing Imagery: Geometrical Structures and Semantic Attributes

RRSIS: Referring Remote Sensing Image Segmentation

MultiScene: A Large-Scale Dataset and Benchmark for Multiscene Recognition in Single Aerial Images

Aerial scene understanding in the wild: Multi-scene recognition via prototype-based memory networks

Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery

SCIDA: Self-Correction Integrated Domain Adaptation From Single- to Multi-Label Aerial Images

CrossGeoNet: A Framework for Building Footprint Generation of Label-Scarce Geographical Regions

ERA: A Data Set and Deep Learning Benchmark for Event Recognition in Aerial Videos [Software and Data Sets]

PCINet: a Prototype- and Concept-based Interpretable Network for Mutli-scene Recognition

FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification

So2Sat LCZ42: A Benchmark Data Set for the Classification of Global Local Climate Zones [Software and Data Sets]

Towards Sustainable Urban Energy: A Robust Deep Learning Framework for Solar Potential Estimation

Referring Image Segmentation for Remote Sensing Data

Label Relation Inference for Multi-Label Aerial Image Classification

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