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Land Cover Classification

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Showing 26–50 of 151 papers

TitleStatusHype
LMFNet: An Efficient Multimodal Fusion Approach for Semantic Segmentation in High-Resolution Remote Sensing—0
OmniSat: Self-Supervised Modality Fusion for Earth ObservationCode2
S2RC-GCN: A Spatial-Spectral Reliable Contrastive Graph Convolutional Network for Complex Land Cover Classification Using Hyperspectral Images—0
Heterogeneous Network Based Contrastive Learning Method for PolSAR Land Cover ClassificationCode0
Impacts of Color and Texture Distortions on Earth Observation Data in Deep Learning—0
A citizen science toolkit to collect human perceptions of urban environments using open street view imagesCode1
Cross-Resolution Land Cover Classification Using Outdated Products and TransformersCode0
ViGEO: an Assessment of Vision GNNs in Earth ObservationCode0
Image Fusion in Remote Sensing: An Overview and Meta Analysis—0
SwiMDiff: Scene-wide Matching Contrastive Learning with Diffusion Constraint for Remote Sensing Image—0
PhilEO Bench: Evaluating Geo-Spatial Foundation ModelsCode2
Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR ClassificationCode1
Modernized Training of U-Net for Aerial Semantic SegmentationCode0
On the Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications—0
Land use/land cover classification of fused Sentinel-1 and Sentinel-2 imageries using ensembles of Random Forests—0
PanBench: Towards High-Resolution and High-Performance Pansharpening—0
Submeter-level Land Cover Mapping of Japan—0
FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients—0
MineSegSAT: An automated system to evaluate mining disturbed area extents from Sentinel-2 imageryCode0
FLAIR: a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical ImageryCode1
Large Scale Masked Autoencoding for Reducing Label Requirements on SAR Data—0
CtxMIM: Context-Enhanced Masked Image Modeling for Remote Sensing Image Understanding—0
Robust Burned Area Delineation through Multitask LearningCode1
Long-Range Correlation Supervision for Land-Cover Classification from Remote Sensing Images—0
Deep learning-based interactive segmentation in remote sensingCode0
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