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Deep Feature Fusion for VHR Remote Sensing Scene Classification

https://doi.org/10.1109/tgrs.2017.2700322
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Effective and Efficient Midlevel Visual Elements-Oriented Land-Use Classification Using VHR Remote Sensing Images
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Unsupervised Deep Feature Extraction for Remote Sensing Image Classification
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Scene Classification via a Gradient Boosting Random Convolutional Network Framework
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Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images
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Discriminant Correlation Analysis: Real-Time Feature Level Fusion for Multimodal Biometric Recognition
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Bag-of-visual-words and spatial extensions for land-use classification
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LIBSVM
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Land Use Classification in Remote Sensing Images by Convolutional Neural Networks
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Return of the Devil in the Details: Delving Deep into Convolutional Nets

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Deletion variants calling in third-generation sequencing data based on a dual-attention mechanism
inferred← citeshttps://doi.org/10.1093/bioinformatics/btaa901openalex-snapshot
VirPreNet: a weighted ensemble convolutional neural network for the virulence prediction of influenza A virus using all eight segments
inferred← citeshttps://doi.org/10.1109/acait63902.2024.11021868openalex-snapshot
Urban Land Use Change Detection Using Siamese Graph Neural Networks from Bi-Temporal Very-High-Resolution Satellite Images
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Global-Local Attention Network for Aerial Scene Classification
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A Radar Signal Recognition System Based on Non-Negative Matrix Factorization Network and Improved Artificial Bee Colony Algorithm
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Multi-Structure Joint Decision-Making Approach for Land Use Classification of High-Resolution Remote Sensing Images Based on CNNs
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Multi-Adversarial Partial Transfer Learning With Object-Level Attention Mechanism for Unsupervised Remote Sensing Scene Classification
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Attack Selectivity of Adversarial Examples in Remote Sensing Image Scene Classification
inferred← citeshttps://doi.org/10.1109/access.2020.3020382openalex-snapshot
Gathering Effective Information for Real-Time Material Recognition
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Self-Attention Network With Joint Loss for Remote Sensing Image Scene Classification
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Remote Sensing Scene Classification Using Heterogeneous Feature Extraction and Multi-Level Fusion
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Few-Shot Scene Classification With Multi-Attention Deepemd Network in Remote Sensing
inferred← citeshttps://doi.org/10.1109/access.2021.3051085openalex-snapshot
Classification of Remote Sensing Images Using EfficientNet-B3 CNN Model With Attention
inferred← citeshttps://doi.org/10.1109/access.2021.3052977openalex-snapshot
A Multi-Level Convolution Pyramid Semantic Fusion Framework for High-Resolution Remote Sensing Image Scene Classification and Annotation
inferred← citeshttps://doi.org/10.1109/access.2021.3074640openalex-snapshot
An Alternating Training Method of Attention-Based Adapters for Visual Explanation of Multi-Domain Satellite Images
inferred← citeshttps://doi.org/10.1109/access.2021.3111168openalex-snapshot
Multilevel Capsule Weighted Aggregation Network Based on a Decoupled Dynamic Filter for Remote Sensing Scene Classification
inferred← citeshttps://doi.org/10.1109/access.2022.3141059openalex-snapshot
Multi-Size Object Detection in Large Scene Remote Sensing Images Under Dual Attention Mechanism
inferred← citeshttps://doi.org/10.1109/access.2022.3147543openalex-snapshot
Aggregating Features From Dual Paths for Remote Sensing Image Scene Classification
inferred← citeshttps://doi.org/10.1109/access.2022.3163256openalex-snapshot
Improving Bag-of-Deep-Visual-Words Model via Combining Deep Features With Feature Difference Vectors
inferred← citeshttps://doi.org/10.1109/access.2023.3264502openalex-snapshot
Optimizing Remote Sensing Image Scene Classification Through Brain-Inspired Feature Bias Estimation and Semantic Representation Analysis
inferred← citeshttps://doi.org/10.1109/access.2024.3510581openalex-snapshot
On Block Classification for Automatic Content Extraction From Chinese Resumes
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Transformer-Based Multi-Scale Feature Remote Sensing Image Classification Model
inferred← citeshttps://doi.org/10.1109/access.2025.3543459openalex-snapshot
Remote Sensing Image Scene Classification Based on Mutual Learning With Complementary Multi-Features
inferred← citeshttps://doi.org/10.1109/aiid51893.2021.9456523openalex-snapshot
Using Bilinear-Siamese architecture for remote sensing scene classification
inferred← citeshttps://doi.org/10.1109/cac57257.2022.10055768openalex-snapshot
A Novel Robust Broad Nonlinear Representation CVA Method for Monitoring Blast Furnace Iron-making Process
inferred← citeshttps://doi.org/10.1109/cac57257.2022.10055785openalex-snapshot
Multimodal Data-driven Dynamic Modeling and Working Condition Detection of Coal-fired Industrial Systems
inferred← citeshttps://doi.org/10.1109/cais.2018.8441965openalex-snapshot
Learning Robust Deep Features for Efficient Classification of UAV Imagery
inferred← citeshttps://doi.org/10.1109/ccisp55629.2022.9974195openalex-snapshot
Individual Recognition for Satellite Communication Based on Feature Fusion Method
inferred← citeshttps://doi.org/10.1109/compas60761.2024.10796671openalex-snapshot
Effective Object Detection in Hyperspectral Images using Segmentation and Multibranch 2D-3D CNN Feature Fusion
inferred← citeshttps://doi.org/10.1109/conf-spml54095.2021.00048openalex-snapshot
Remote Sensing Image Classification Methods Based on CNN: Challenge and Trends
inferred← citeshttps://doi.org/10.1109/confluence51648.2021.9377148openalex-snapshot
Transfer Learning with Res2Net for Remote Sensing Scene Classification
inferred← citeshttps://doi.org/10.1109/eei48997.2019.00079openalex-snapshot
Multi-Order Feature Fusion Joint Training Network for Remote Sensing Scene Classification
inferred← citeshttps://doi.org/10.1109/iaeac.2018.8577603openalex-snapshot
A Decision-Level Fusion Method Based on Convolutional Neural Networks for Remote Sensing Scene Classification
inferred← citeshttps://doi.org/10.1109/icaccs51430.2021.9441889openalex-snapshot
Automated Food image Classification using Deep Learning approach
inferred← citeshttps://doi.org/10.1109/icassp49660.2025.10888005openalex-snapshot
Less Yet Robust: Crucial Region Selection for Scene Recognition
inferred← citeshttps://doi.org/10.1109/icb45273.2019.8987283openalex-snapshot
Face Anti-spoofing using Hybrid Residual Learning Framework
inferred← citeshttps://doi.org/10.1109/iccc51575.2020.9345024openalex-snapshot
Network Video Traffic Classification Using Feature Fusion
inferred← citeshttps://doi.org/10.1109/iccsnt47585.2019.8962413openalex-snapshot
Dynamic Look-up Table Method for Optimizing the Training of Deep Neural Networks on Many-Core Architecture
inferred← citeshttps://doi.org/10.1109/iccvw54120.2021.00085openalex-snapshot
Convolutional Neural Networks Based Remote Sensing Scene Classification under Clear and Cloudy Environments
inferred← citeshttps://doi.org/10.1109/icec2nt65402.2025.11379995openalex-snapshot
Trust-Based Ranking System: A Novel Late Fusion Strategy for Near Duplicate Video Retrieval
inferred← citeshttps://doi.org/10.1109/icici62254.2024.00026openalex-snapshot
Deep Learning based Automated Food Image Classification
inferred← citeshttps://doi.org/10.1109/icip46576.2022.9897664openalex-snapshot
Pairwise Rotational-Difference LBP for Fine-Grained Leaf Image Retrieval
inferred← citeshttps://doi.org/10.1109/icist.2019.8836728openalex-snapshot
Reclamation Aquaculture Detection Based on VHR UAV Aerial Images
inferred← citeshttps://doi.org/10.1109/icivc55077.2022.9887201openalex-snapshot
Remote Sensing Image Scene Classification Method Based on Semantic and Spatial Interactive Information
inferred← citeshttps://doi.org/10.1109/ickecs61492.2024.10617330openalex-snapshot
Categorization and Interpretation of Satellite Image Scenes Employing AI Approaches
inferred← citeshttps://doi.org/10.1109/icpads60453.2023.00186openalex-snapshot
TSFCloNet: Clothing Classification Algorithm Based on Two-Stream Network Structure
inferred← citeshttps://doi.org/10.1109/icpr.2018.8545591openalex-snapshot
Pre-trained VGGNet Architecture for Remote-Sensing Image Scene Classification
inferred← citeshttps://doi.org/10.1109/icpr56361.2022.9956186openalex-snapshot
Leaf Vocabulary: Fine-Grained Leaf Image Retrieval Using Bag-of-Visual-Words Representation
inferred← citeshttps://doi.org/10.1109/icpr56361.2022.9956398openalex-snapshot
Remote Sensing Image Scene Classification via Multi-Level Representation Learning
inferred← citeshttps://doi.org/10.1109/icsai48974.2019.9010149openalex-snapshot
A Ship Classification Method Based on Residual Structure and Computational Verb
inferred← citeshttps://doi.org/10.1109/ictai.2018.00046openalex-snapshot
Feature Fusion with Deep Supervision for Remote-Sensing Image Scene Classification
inferred← citeshttps://doi.org/10.1109/igarss.2018.8517487openalex-snapshot
Generative Adversarial Networks for Cross-Scene Classification in Remote Sensing Images
inferred← citeshttps://doi.org/10.1109/igarss.2018.8518336openalex-snapshot
Recent Advances and Opportunities in Scene Classification of Aerial Images with Deep Models
inferred← citeshttps://doi.org/10.1109/igarss.2018.8519232openalex-snapshot
Attention Based Network for Remote Sensing Scene Classification
inferred← citeshttps://doi.org/10.1109/igarss.2019.8897886openalex-snapshot
Learning Region Response Ranking Features for Remote Sensing Image Scene Classification
inferred← citeshttps://doi.org/10.1109/igarss.2019.8898104openalex-snapshot
Very High Resolution Image Scene Classification with Capsule Network
inferred← citeshttps://doi.org/10.1109/igarss.2019.8898320openalex-snapshot
High-Order Self-Attention Network for Remote Sensing Scene Classification
inferred← citeshttps://doi.org/10.1109/igarss.2019.8898387openalex-snapshot
Scene Classification of High Resolution Remote Sensing Images Via Self-Paced Deep Learning
inferred← citeshttps://doi.org/10.1109/igarss.2019.8898875openalex-snapshot
Feature Sparsity in Convolutional Neural Networks for Scene Classification of Remote Sensing Image
inferred← citeshttps://doi.org/10.1109/igarss.2019.8898925openalex-snapshot
An Introspective Learning Strategy for Remote Sensing Scene Classification
inferred← citeshttps://doi.org/10.1109/igarss.2019.8899877openalex-snapshot
Performance Comparison of Two Pooling Strategies for Remote Sensing Image Scene Classification
inferred← citeshttps://doi.org/10.1109/igarss.2019.8900199openalex-snapshot
Attention based Residual Network for High-Resolution Remote Sensing Imagery Scene Classification
inferred← citeshttps://doi.org/10.1109/igarss.2019.8900296openalex-snapshot
Transfer Learning for Changes Detection in Optical Remote Sensing Imagery
inferred← citeshttps://doi.org/10.1109/igarss39084.2020.9323281openalex-snapshot
Remote Sensing Scene Classification Based on Global and Local Consistent Network
inferred← citeshttps://doi.org/10.1109/igarss39084.2020.9323967openalex-snapshot
Remote Sensing Images Feature Learning based On Multi-Branch Networks
inferred← citeshttps://doi.org/10.1109/igarss47720.2021.9554277openalex-snapshot
DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification
inferred← citeshttps://doi.org/10.1109/igarss47720.2021.9554883openalex-snapshot
Remote Sensing Imagery Scene Classification Based on Spiking Neural Network
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Urbanscape-Net: A Spatial and Self-Attention Guided Deep Neural Network with Multi Scale Feature Extraction for Urban Land-Use Classification
inferred← citeshttps://doi.org/10.1109/ijcb48548.2020.9304871openalex-snapshot
LDM-DAGSVM: Learning Distance Metric via DAG Support Vector Machine for Ear Recognition Problem
inferred← citeshttps://doi.org/10.1109/ijcnn52387.2021.9533648openalex-snapshot
Scene Classification in Remote Sensing Images using Dynamic Kernels
inferred← citeshttps://doi.org/10.1109/imcec66174.2025.11331669openalex-snapshot
Enabling Energy-Efficient SNNs for Remote Sensing Scene Classification
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MMLGNet: Cross-Modal Alignment of Remote Sensing Data Using Clip
inferred← citeshttps://doi.org/10.1109/itoec.2018.8740526openalex-snapshot
Remote Sensing Scene Classification Based on Decision-Level Fusion
inferred← citeshttps://doi.org/10.1109/jas.2025.125324openalex-snapshot
MEET: A Million-Scale Dataset for Fine-Grained Geospatial Scene Classification With Zoom-Free Remote Sensing Imagery
inferred← citeshttps://doi.org/10.1109/jbhi.2022.3141773openalex-snapshot
Automatic Dental Plaque Segmentation Based on Local-to-Global Features Fused Self-Attention Network
inferred← citeshttps://doi.org/10.1109/jbhi.2024.3417937openalex-snapshot
MSGM: An Advanced Deep Multi-Size Guiding Matching Network for Whole Slide Histopathology Images Addressing Staining Variation and Low Visibility Challenges
inferred← citeshttps://doi.org/10.1109/jiot.2026.3696047openalex-snapshot
Flexible and Efficient Feature-Level Fusion With Wireless Acoustic Sensors Using Graph Attention Networks
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Deep Multiscale Spectral-Spatial Feature Fusion for Hyperspectral Images Classification
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TrAdaBoost Based on Improved Particle Swarm Optimization for Cross-Domain Scene Classification With Limited Samples
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A Lightweight and Discriminative Model for Remote Sensing Scene Classification With Multidilation Pooling Module
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Aggregated Deep Fisher Feature for VHR Remote Sensing Scene Classification
inferred← citeshttps://doi.org/10.1109/jstars.2019.2953128openalex-snapshot
Change Detection From Synthetic Aperture Radar Images Based on Channel Weighting-Based Deep Cascade Network
inferred← citeshttps://doi.org/10.1109/jstars.2020.2978864openalex-snapshot
Semisupervised Center Loss for Remote Sensing Image Scene Classification
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A New Benchmark and an Attribute-Guided Multilevel Feature Representation Network for Fine-Grained Ship Classification in Optical Remote Sensing Images
inferred← citeshttps://doi.org/10.1109/jstars.2020.2988477openalex-snapshot
Classification of High-Spatial-Resolution Remote Sensing Scenes Method Using Transfer Learning and Deep Convolutional Neural Network
inferred← citeshttps://doi.org/10.1109/jstars.2020.3005403openalex-snapshot
Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities
inferred← citeshttps://doi.org/10.1109/jstars.2020.3006241openalex-snapshot
An Augmentation Attention Mechanism for High-Spatial-Resolution Remote Sensing Image Scene Classification
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