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Land Cover Classification

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Showing 1–50 of 151 papers

TitleStatusHype
PhilEO Bench: Evaluating Geo-Spatial Foundation ModelsCode2
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite ImageryCode2
Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene ImagesCode2
OmniSat: Self-Supervised Modality Fusion for Earth ObservationCode2
A Survey on Remote Sensing Foundation Models: From Vision to MultimodalityCode2
Embedding Earth: Self-supervised contrastive pre-training for dense land cover classificationCode2
A citizen science toolkit to collect human perceptions of urban environments using open street view imagesCode1
DKDFN: Domain Knowledge-Guided deep collaborative fusion network for multimodal unitemporal remote sensing land cover classificationCode1
Dense Dilated Convolutions Merging Network for Land Cover ClassificationCode1
SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image SegmentationCode1
SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band SelectionCode1
Cloud Removal in Satellite Images Using Spatiotemporal Generative NetworksCode1
FLAIR: a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical ImageryCode1
Representative-Discriminative Learning for Open-set Land Cover Classification of Satellite ImageryCode1
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing ImageryCode1
Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel BenchmarkCode1
AGBD: A Global-scale Biomass DatasetCode1
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning ModelCode1
Robust Burned Area Delineation through Multitask LearningCode1
CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local RefinementCode1
Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover ClassificationCode1
The color out of space: learning self-supervised representations for Earth Observation imageryCode1
Ben-ge: Extending BigEarthNet with Geographical and Environmental DataCode1
The Canadian Cropland Dataset: A New Land Cover Dataset for Multitemporal Deep Learning Classification in AgricultureCode1
Multimodal Fusion Transformer for Remote Sensing Image ClassificationCode1
Self-Supervised Material and Texture Representation Learning for Remote Sensing TasksCode1
Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite ImagesCode1
Consecutive Pretraining: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing DomainCode1
Feature Pyramid Network for Multi-Class Land SegmentationCode1
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover ClassificationCode1
Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local EnhancementCode1
Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR ClassificationCode1
CTGAN : Cloud Transformer Generative Adversarial NetworkCode1
Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional NetworkCode1
Progressive Semantic SegmentationCode1
Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite ImageryCode1
Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative StudyCode1
CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences—0
FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients—0
Confidence-Guided Semi-supervised Learning in Land Cover Classification—0
Combining Sentinel-1 and Sentinel-2 Time Series via RNN for object-based land cover classification—0
A Novel Spatial-Spectral Framework for the Classification of Hyperspectral Satellite Imagery—0
Classification and mapping of low-statured 'shrubland' cover types in post-agricultural landscapes of the US Northeast—0
Effectivity of super resolution convolutional neural network for the enhancement of land cover classification from medium resolution satellite images—0
Channel-Based Attention for LCC Using Sentinel-2 Time Series—0
An N-dimensional approach towards object based classification of remotely sensed imagery—0
A CNN based method for Sub-pixel Urban Land Cover Classification using Landsat-5 TM and Resourcesat-1 LISS-IV Imagery—0
FlexiMo: A Flexible Remote Sensing Foundation Model—0
Eelgrass beds and oyster farming at a lagoon before and after the Great East Japan Earthquake 2011: potential to apply deep learning at a coastal area—0
Early- and in-season crop type mapping without current-year ground truth: generating labels from historical information via a topology-based approach—0
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