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Land Cover Classification

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Showing 51–75 of 151 papers

TitleStatusHype
Deep learning-based interactive segmentation in remote sensingCode0
Prototype-Based Information Compensation Network for Multi-Source Remote Sensing Data ClassificationCode0
DDU-Net: A Domain Decomposition-Based CNN for High-Resolution Image Segmentation on Multiple GPUsCode0
Modernized Training of U-Net for Aerial Semantic SegmentationCode0
Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networksCode0
Cross-Resolution Land Cover Classification Using Outdated Products and TransformersCode0
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution ImagesCode0
AutoLC: Search Lightweight and Top-Performing Architecture for Remote Sensing Image Land-Cover ClassificationCode0
LandCoverNet: A global benchmark land cover classification training datasetCode0
Recursive classification of satellite imaging time-series: An application to land cover mappingCode0
Core-Set Selection for Data-efficient Land Cover SegmentationCode0
Generating a Training Dataset for Land Cover Classification to Advance Global Development—0
Generalizable Multispectral Land Cover Classification via Frequency-Aware Mixture of Low-Rank Token Experts—0
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing—0
CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences—0
FlexiMo: A Flexible Remote Sensing Foundation Model—0
FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients—0
Confidence-Guided Semi-supervised Learning in Land Cover Classification—0
Evaluation of Deep Learning Semantic Segmentation for Land Cover Mapping on Multispectral, Hyperspectral and High Spatial Aerial Imagery—0
Combining Sentinel-1 and Sentinel-2 Time Series via RNN for object-based land cover classification—0
Evaluating and Benchmarking Foundation Models for Earth Observation and Geospatial AI—0
A Novel Spatial-Spectral Framework for the Classification of Hyperspectral Satellite Imagery—0
EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification—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
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