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Land Cover Classification

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Showing 51–100 of 151 papers

TitleStatusHype
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing—0
Ben-ge: Extending BigEarthNet with Geographical and Environmental DataCode1
A generic self-supervised learning (SSL) framework for representation learning from spectra-spatial feature of unlabeled remote sensing imagery—0
The Canadian Cropland Dataset: A New Land Cover Dataset for Multitemporal Deep Learning Classification in AgricultureCode1
Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel BenchmarkCode1
Confidence-Guided Semi-supervised Learning in Land Cover Classification—0
Mapping Cropland Abandonment in Mountainous Areas in China Using the Google Earth Engine Platform—0
Self-Supervised In-Domain Representation Learning for Remote Sensing Image Scene Classification—0
Recursive classification of satellite imaging time-series: An application to land cover mappingCode0
Towards Explainable Land Cover Mapping: a Counterfactual-based Strategy—0
Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover ClassificationCode1
CTGAN : Cloud Transformer Generative Adversarial NetworkCode1
Habitat classification from satellite observations with sparse annotations—0
Multi-frequency PolSAR Image Fusion Classification Based on Semantic Interactive Information and Topological Structure—0
Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite ImageryCode1
MKANet: A Lightweight Network with Sobel Boundary Loss for Efficient Land-cover Classification of Satellite Remote Sensing Imagery—0
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite ImageryCode2
Consecutive Pretraining: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing DomainCode1
Effectivity of super resolution convolutional neural network for the enhancement of land cover classification from medium resolution satellite images—0
AutoLC: Search Lightweight and Top-Performing Architecture for Remote Sensing Image Land-Cover ClassificationCode0
Classification and mapping of low-statured 'shrubland' cover types in post-agricultural landscapes of the US Northeast—0
On the semantics of big Earth observation data for land classification—0
Multimodal Fusion Transformer for Remote Sensing Image ClassificationCode1
Embedding Earth: Self-supervised contrastive pre-training for dense land cover classificationCode2
Incremental Inference on Higher-Order Probabilistic Graphical Models Applied to Constraint Satisfaction Problems—0
SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band SelectionCode1
DKDFN: Domain Knowledge-Guided deep collaborative fusion network for multimodal unitemporal remote sensing land cover classificationCode1
A CNN based method for Sub-pixel Urban Land Cover Classification using Landsat-5 TM and Resourcesat-1 LISS-IV Imagery—0
RSBNet: One-Shot Neural Architecture Search for A Backbone Network in Remote Sensing Image Recognition—0
Self-Supervised Material and Texture Representation Learning for Remote Sensing TasksCode1
Spatial machine-learning model diagnostics: a model-agnostic distance-based approachCode0
Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networksCode0
Early- and in-season crop type mapping without current-year ground truth: generating labels from historical information via a topology-based approach—0
Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite ImagesCode1
Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative StudyCode1
Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local EnhancementCode1
Semi-supervised learning for joint SAR and multispectral land cover classification—0
Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene ImagesCode2
Paradigm selection for Data Fusion of SAR and Multispectral Sentinel data applied to Land-Cover ClassificationCode0
EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification—0
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning ModelCode1
Progressive Semantic SegmentationCode1
Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery—0
Channel-Based Attention for LCC Using Sentinel-2 Time Series—0
Subspace-Based Feature Fusion From Hyperspectral And Multispectral Image For Land Cover ClassificationCode0
Towards DeepSentinel: An extensible corpus of labelled Sentinel-1 and -2 imagery and a general-purpose sensor-fusion semantic embedding model—0
3D-ANAS: 3D Asymmetric Neural Architecture Search for Fast Hyperspectral Image ClassificationCode0
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing ImageryCode1
Randomized kernels for large scale Earth observation applications—0
Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks—0
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