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Remote Sensing Image Classification

Papers

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Showing 51–93 of 93 papers

TitleStatusHype
Integrating global spatial features in CNN based Hyperspectral/SAR imagery classification—0
Three dimensional Deep Learning approach for remote sensing image classification—0
Transformer-based Federated Learning for Multi-Label Remote Sensing Image Classification—0
Transformer-based Multi-Modal Learning for Multi Label Remote Sensing Image Classification—0
Unsupervised Deep Feature Extraction for Remote Sensing Image Classification—0
Sparse Representation-Based Classification: Orthogonal Least Squares or Orthogonal Matching Pursuit?—0
A Novel Multi-Attention Driven System For Multi-Label Remote Sensing Image Classification—0
A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification—0
Adaptive Deep Pyramid Matching for Remote Sensing Scene Classification—0
Advances in Hyperspectral Image Classification: Earth monitoring with statistical learning methods—0
A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification—0
A Light-weight Deep Learning Model for Remote Sensing Image Classification—0
A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification—0
An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle Imagery—0
An landcover fuzzy logic classification by maximumlikelihood—0
A Novel Multi-scale Attention Feature Extraction Block for Aerial Remote Sensing Image Classification—0
A Robust and Low Complexity Deep Learning Model for Remote Sensing Image Classification—0
A survey of active learning algorithms for supervised remote sensing image classification—0
Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification—0
BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval—0
Classification of remote sensing images using attribute profiles and feature profiles from different trees: a comparative study—0
Cloud Adversarial Example Generation for Remote Sensing Image Classification—0
DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification—0
Deep Self-taught Learning for Remote Sensing Image Classification—0
Effective Features of Remote Sensing Image Classification Using Interactive Adaptive Thresholding Method—0
Effective Sequential Classifier Training for SVM-based Multitemporal Remote Sensing Image Classification—0
Example-Based Explainable AI and its Application for Remote Sensing Image Classification—0
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification—0
FedRSClip: Federated Learning for Remote Sensing Scene Classification Using Vision-Language Models—0
FedSN: A Federated Learning Framework over Heterogeneous LEO Satellite Networks—0
Hyperspectral Remote Sensing Image Classification Based on Multi-scale Cross Graphic Convolution—0
In-Domain Self-Supervised Learning Improves Remote Sensing Image Scene Classification—0
Lake Ice Detection from Sentinel-1 SAR with Deep Learning—0
Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models—0
Learning transformer-based heterogeneously salient graph representation for multimodal remote sensing image classification—0
Leveraging feature communication in federated learning for remote sensing image classification—0
Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification—0
MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification—0
MMFormer: Multimodal Transformer Using Multiscale Self-Attention for Remote Sensing Image Classification—0
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification—0
Multi-temporal and multi-source remote sensing image classification by nonlinear relative normalization—0
Nearest Neighbor Based Out-of-Distribution Detection in Remote Sensing Scene Classification—0
On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MAE (ViT-B/16)Accuracy (%)65.29—Unverified
2DINO (ViT-B/16)Accuracy (%)63.36—Unverified
3ViT-B/16Accuracy (%)63.31—Unverified
4ResNet-50Accuracy (%)63.2—Unverified