Effect of Attention Mechanism in Deep Learning-Based Remote Sensing Image Processing: A Systematic Literature Review
出版年份 2021 全文链接
标题
Effect of Attention Mechanism in Deep Learning-Based Remote Sensing Image Processing: A Systematic Literature Review
作者
关键词
-
出版物
Remote Sensing
Volume 13, Issue 15, Pages 2965
出版商
MDPI AG
发表日期
2021-07-28
DOI
10.3390/rs13152965
参考文献
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- A method of water change monitoring in remote image time series based on long short time memory
- (2021) Qiyuan Yang et al. Remote Sensing Letters
- Identifying Pine Wood Nematode Disease Using UAV Images and Deep Learning Algorithms
- (2021) Jun Qin et al. Remote Sensing
- Structured Object-Level Relational Reasoning CNN-Based Target Detection Algorithm in a Remote Sensing Image
- (2021) Bei Cheng et al. Remote Sensing
- Efficient recurrent attention network for remote sensing scene classification
- (2021) Le Liang et al. IET Image Processing
- Review on Convolutional Neural Networks (CNN) in vegetation remote sensing
- (2021) Teja Kattenborn et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Semi-Supervised Multi-Temporal Deep Representation Fusion Network for Landslide Mapping from Aerial Orthophotos
- (2021) Xiaokang Zhang et al. Remote Sensing
- Integrating Weighted Feature Fusion and the Spatial Attention Module with Convolutional Neural Networks for Automatic Aircraft Detection from SAR Images
- (2021) Jielan Wang et al. Remote Sensing
- Orchard management with small unmanned aerial vehicles: a survey of sensing and analysis approaches
- (2021) Chenglong Zhang et al. PRECISION AGRICULTURE
- A review on the attention mechanism of deep learning
- (2021) Zhaoyang Niu et al. NEUROCOMPUTING
- Spectral–Spatial Graph Attention Network for Semisupervised Hyperspectral Image Classification
- (2021) Zhengang Zhao et al. IEEE Geoscience and Remote Sensing Letters
- Development of a Dual-Attention U-Net Model for Sea Ice and Open Water Classification on SAR Images
- (2021) Yibin Ren et al. IEEE Geoscience and Remote Sensing Letters
- NAS-Guided Lightweight Multiscale Attention Fusion Network for Hyperspectral Image Classification
- (2021) Jianing Wang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Compact Band Weighting Module Based on Attention-Driven for Hyperspectral Image Classification
- (2021) Lin Zhao et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Landslide detection from an open satellite imagery and digital elevation model dataset using attention boosted convolutional neural networks
- (2020) Shunping Ji et al. Landslides
- RADet: Refine Feature Pyramid Network and Multi-Layer Attention Network for Arbitrary-Oriented Object Detection of Remote Sensing Images
- (2020) Yangyang Li et al. Remote Sensing
- PGA-SiamNet: Pyramid Feature-Based Attention-Guided Siamese Network for Remote Sensing Orthoimagery Building Change Detection
- (2020) Huiwei Jiang et al. Remote Sensing
- Classification of Hyperspectral Image Based on Double-Branch Dual-Attention Mechanism Network
- (2020) Rui Li et al. Remote Sensing
- Attention-Based Residual Network with Scattering Transform Features for Hyperspectral Unmixing with Limited Training Samples
- (2020) Zeng et al. Remote Sensing
- Automated crop plant counting from very high-resolution aerial imagery
- (2020) João Valente et al. PRECISION AGRICULTURE
- Hybrid first and second order attention Unet for building segmentation in remote sensing images
- (2020) Nanjun He et al. Science China-Information Sciences
- Deep Discriminative Representation Learning with Attention Map for Scene Classification
- (2020) Jun Li et al. Remote Sensing
- Object Detection Based on Global-Local Saliency Constraint in Aerial Images
- (2020) Chengyuan Li et al. Remote Sensing
- Multi-Temporal Unmanned Aerial Vehicle Remote Sensing for Vegetable Mapping Using an Attention-Based Recurrent Convolutional Neural Network
- (2020) Quanlong Feng et al. Remote Sensing
- Object detection based on an adaptive attention mechanism
- (2020) Wei Li et al. Scientific Reports
- Post-Disaster Recovery Monitoring with Google Earth Engine
- (2020) Saman Ghaffarian et al. Applied Sciences-Basel
- Cross-regional oil palm tree counting and detection via a multi-level attention domain adaptation network
- (2020) Juepeng Zheng et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- NDVI-Net: A fusion network for generating high-resolution normalized difference vegetation index in remote sensing
- (2020) Hao Zhang et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Recurrent Shadow Attention Model (RSAM) for shadow removal in high-resolution urban land-cover mapping
- (2020) Yindan Zhang et al. REMOTE SENSING OF ENVIRONMENT
- Anchor-free Convolutional Network with Dense Attention Feature Aggregation for Ship Detection in SAR Images
- (2020) Fei Gao et al. Remote Sensing
- DA-CapsUNet: A Dual-Attention Capsule U-Net for Road Extraction from Remote Sensing Imagery
- (2020) Yongfeng Ren et al. Remote Sensing
- A Multi-Scale Deep Neural Network for Water Detection from SAR Images in the Mountainous Areas
- (2020) Lifu Chen et al. Remote Sensing
- A Cloud Detection Method Using Convolutional Neural Network Based on Gabor Transform and Attention Mechanism with Dark Channel Subnet for Remote Sensing Image
- (2020) Jing Zhang et al. Remote Sensing
- Object-Based Multi-Temporal and Multi-Source Land Cover Mapping Leveraging Hierarchical Class Relationships
- (2020) Yawogan Jean Eudes Gbodjo et al. Remote Sensing
- Change Detection of Remote Sensing Images Based on Attention Mechanism
- (2020) Long Chen et al. Computational Intelligence and Neuroscience
- Dual Path Attention Net for Remote Sensing Semantic Image Segmentation
- (2020) Jinglun Li et al. ISPRS International Journal of Geo-Information
- Self-Attention-Based Deep Feature Fusion for Remote Sensing Scene Classification
- (2020) Ran Cao et al. IEEE Geoscience and Remote Sensing Letters
- Robust Building Extraction for High Spatial Resolution Remote Sensing Images with Self-Attention Network
- (2020) Dengji Zhou et al. SENSORS
- Coarse-to-Fine Satellite Images Change Detection Framework via Boundary-Aware Attentive Network
- (2020) Yi Zhang et al. SENSORS
- A Spatial-Channel Collaborative Attention Network for Enhancement of Multiresolution Classification
- (2020) Wenping Ma et al. Remote Sensing
- Multi-Label Remote Sensing Image Scene Classification by Combining a Convolutional Neural Network and a Graph Neural Network
- (2020) Yansheng Li et al. Remote Sensing
- MCNet: Multi-Scale Feature Extraction and Content-Aware Reassembly Cloud Detection Model for Remote Sensing Images
- (2020) Ziqiang Yao et al. Symmetry-Basel
- Multiscale CNN With Autoencoder Regularization Joint Contextual Attention Network for SAR Image Classification
- (2020) Zitong Wu et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- An Anchor-Free Method Based on Feature Balancing and Refinement Network for Multiscale Ship Detection in SAR Images
- (2020) Jiamei Fu et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Remote Sensing Image Super-Resolution Using Novel Dense-Sampling Networks
- (2020) Xiaoyu Dong et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial–Spectral Attention Network
- (2020) Xu Tang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Hyperspectral Image Classification With Attention-Aided CNNs
- (2020) Renlong Hang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Attention Multibranch Convolutional Neural Network for Hyperspectral Image Classification Based on Adaptive Region Search
- (2020) Jie Feng et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Terrain Segmentation in Polarimetric SAR Images Using Dual-Attention Fusion Network
- (2020) Daifeng Xiao et al. IEEE Geoscience and Remote Sensing Letters
- SAR Target Recognition Based on Efficient Fully Convolutional Attention Block CNN
- (2020) Rui Li et al. IEEE Geoscience and Remote Sensing Letters
- PSGAN: A Generative Adversarial Network for Remote Sensing Image Pan-Sharpening
- (2020) Qingjie Liu et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Attention in Natural Language Processing
- (2020) Andrea Galassi et al. IEEE Transactions on Neural Networks and Learning Systems
- A graph convolutional neural network for classification of building patterns using spatial vector data
- (2019) Xiongfeng Yan et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Spatial–Spectral Squeeze-and-Excitation Residual Network for Hyperspectral Image Classification
- (2019) Li Wang et al. Remote Sensing
- Building Extraction from High-Resolution Aerial Imagery Using a Generative Adversarial Network with Spatial and Channel Attention Mechanisms
- (2019) Xuran Pan et al. Remote Sensing
- Spectral-Spatial Attention Networks for Hyperspectral Image Classification
- (2019) Xiaoguang Mei et al. Remote Sensing
- Multi-Scale Semantic Segmentation and Spatial Relationship Recognition of Remote Sensing Images Based on an Attention Model
- (2019) Wei Cui et al. Remote Sensing
- Context Aggregation Network for Semantic Labeling in Aerial Images
- (2019) Wensheng Cheng et al. Remote Sensing
- Multisource Region Attention Network for Fine-Grained Object Recognition in Remote Sensing Imagery
- (2019) Gencer Sumbul et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Deep learning in remote sensing applications: A meta-analysis and review
- (2019) Lei Ma et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Void Filling of Digital Elevation Models With Deep Generative Models
- (2019) Konstantinos Gavriil et al. IEEE Geoscience and Remote Sensing Letters
- Remote Sensing Image Superresolution Using Deep Residual Channel Attention
- (2019) Juan Mario Haut et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Post-Disaster Building Database Updating Using Automated Deep Learning: An Integration of Pre-Disaster OpenStreetMap and Multi-Temporal Satellite Data
- (2019) Saman Ghaffarian et al. Remote Sensing
- Hyperspectral Image Super-Resolution with 1D–2D Attentional Convolutional Neural Network
- (2019) Jiaojiao Li et al. Remote Sensing
- Attention Graph Convolution Network for Image Segmentation in Big SAR Imagery Data
- (2019) Fei Ma et al. Remote Sensing
- Local Attention Networks for Occluded Airplane Detection in Remote Sensing Images
- (2019) Min Zhou et al. IEEE Geoscience and Remote Sensing Letters
- Attention GANs: Unsupervised Deep Feature Learning for Aerial Scene Classification
- (2019) Yunlong Yu et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Pixel-Level Remote Sensing Image Recognition Based on Bidirectional Word Vectors
- (2019) Hongfeng You et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Remote sensing for agricultural applications: A meta-review
- (2019) M. Weiss et al. REMOTE SENSING OF ENVIRONMENT
- Single Remote Sensing Image Dehazing Using a Prior-Based Dense Attentive Network
- (2019) Ziqi Gu et al. Remote Sensing
- EMMCNN: An ETPS-Based Multi-Scale and Multi-Feature Method Using CNN for High Spatial Resolution Image Land-Cover Classification
- (2019) Shuyu Zhang et al. Remote Sensing
- Spectral–Spatial Attention Network for Hyperspectral Image Classification
- (2019) Hao Sun et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Heterogeneous Transfer Learning for Hyperspectral Image Classification Based on Convolutional Neural Network
- (2019) Xin He et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- FRF-Net: Land Cover Classification From Large-Scale VHR Optical Remote Sensing Images
- (2019) Qianbo Sang et al. IEEE Geoscience and Remote Sensing Letters
- Remote Sensing Image Classification via Improved Cross-Entropy Loss and Transfer Learning Strategy Based on Deep Convolutional Neural Networks
- (2019) Ali Bahri et al. IEEE Geoscience and Remote Sensing Letters
- Squeeze-and-Excitation Networks
- (2019) Jie Hu et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Self-Attentive Generative Adversarial Network for Cloud Detection in High Resolution Remote Sensing Images
- (2019) Zhaocong Wu et al. IEEE Geoscience and Remote Sensing Letters
- Deep learning for remote sensing image classification: A survey
- (2018) Ying Li et al. Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery
- Scene Classification With Recurrent Attention of VHR Remote Sensing Images
- (2018) Qi Wang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- An improved cluster-based snake model for automatic agricultural field boundary extraction from high spatial resolution imagery
- (2018) Saman Ghaffarian et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Attention-Mechanism-Containing Neural Networks for High-Resolution Remote Sensing Image Classification
- (2018) Rudong Xu et al. Remote Sensing
- Building Extraction in Very High Resolution Imagery by Dense-Attention Networks
- (2018) Hui Yang et al. Remote Sensing
- Remote Sensing-Based Proxies for Urban Disaster Risk Management and Resilience: A Review
- (2018) Saman Ghaffarian et al. Remote Sensing
- Pixel-level image fusion: A survey of the state of the art
- (2017) Shutao Li et al. Information Fusion
- Enhanced change detection index for disaster response, recovery assessment and monitoring of accessibility and open spaces (camp sites)
- (2017) Dilkushi A. de Alwis Pitts et al. International Journal of Applied Earth Observation and Geoinformation
- A review of supervised object-based land-cover image classification
- (2017) Lei Ma et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Remote Sensing Image Scene Classification: Benchmark and State of the Art
- (2017) Gong Cheng et al. PROCEEDINGS OF THE IEEE
- Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources
- (2017) Xiao Xiang Zhu et al. IEEE Geoscience and Remote Sensing Magazine
- Random forest in remote sensing: A review of applications and future directions
- (2016) Mariana Belgiu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art
- (2016) Liangpei Zhang et al. IEEE Geoscience and Remote Sensing Magazine
- A mechanistic cortical microcircuit of attention for amplification, normalization and suppression
- (2015) Frederik Beuth et al. VISION RESEARCH
- Automatic building detection based on Purposive FastICA (PFICA) algorithm using monocular high resolution Google Earth images
- (2014) Saman Ghaffarian et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A Review of Remote Sensing Image Classification Techniques: the Role of Spatio-contextual Information
- (2014) Miao Li et al. European Journal of Remote Sensing
- Visual attention: The past 25 years
- (2011) Marisa Carrasco VISION RESEARCH
- Systematic literature reviews in software engineering – A systematic literature review
- (2008) Barbara Kitchenham et al. INFORMATION AND SOFTWARE TECHNOLOGY
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