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Land Cover Classification

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Showing 1–50 of 151 papers

TitleStatusHype
A Survey on Remote Sensing Foundation Models: From Vision to MultimodalityCode2
OmniSat: Self-Supervised Modality Fusion for Earth ObservationCode2
PhilEO Bench: Evaluating Geo-Spatial Foundation ModelsCode2
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite ImageryCode2
Embedding Earth: Self-supervised contrastive pre-training for dense land cover classificationCode2
Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene ImagesCode2
SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image SegmentationCode1
AGBD: A Global-scale Biomass DatasetCode1
A citizen science toolkit to collect human perceptions of urban environments using open street view imagesCode1
Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR ClassificationCode1
FLAIR: a Country-Scale Land Cover Semantic Segmentation Dataset From Multi-Source Optical ImageryCode1
Robust Burned Area Delineation through Multitask LearningCode1
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
Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel BenchmarkCode1
Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover ClassificationCode1
CTGAN : Cloud Transformer Generative Adversarial NetworkCode1
Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite ImageryCode1
Consecutive Pretraining: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing DomainCode1
Multimodal Fusion Transformer for Remote Sensing Image ClassificationCode1
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
Self-Supervised Material and Texture Representation Learning for Remote Sensing TasksCode1
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
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning ModelCode1
Progressive Semantic SegmentationCode1
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing ImageryCode1
Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional NetworkCode1
Representative-Discriminative Learning for Open-set Land Cover Classification of Satellite ImageryCode1
The color out of space: learning self-supervised representations for Earth Observation imageryCode1
CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local RefinementCode1
Dense Dilated Convolutions Merging Network for Land Cover ClassificationCode1
Cloud Removal in Satellite Images Using Spatiotemporal Generative NetworksCode1
Feature Pyramid Network for Multi-Class Land SegmentationCode1
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover ClassificationCode1
Baltimore Atlas: FreqWeaver Adapter for Semi-supervised Ultra-high Spatial Resolution Land Cover Classification—0
Beyond Pretty Pictures: Combined Single- and Multi-Image Super-resolution for Sentinel-2 Images—0
HyperPointFormer: Multimodal Fusion in 3D Space with Dual-Branch Cross-Attention TransformersCode0
Supervised and self-supervised land-cover segmentation & classification of the Biesbosch wetlands—0
Generalizable Multispectral Land Cover Classification via Frequency-Aware Mixture of Low-Rank Token Experts—0
HyperspectralMAE: The Hyperspectral Imagery Classification Model using Fourier-Encoded Dual-Branch Masked Autoencoder—0
Prototype-Based Information Compensation Network for Multi-Source Remote Sensing Data ClassificationCode0
Core-Set Selection for Data-efficient Land Cover SegmentationCode0
PAD: Phase-Amplitude Decoupling Fusion for Multi-Modal Land Cover ClassificationCode0
Geographical Context Matters: Bridging Fine and Coarse Spatial Information to Enhance Continental Land Cover MappingCode0
SAR-to-RGB Translation with Latent Diffusion for Earth Observation—0
FlexiMo: A Flexible Remote Sensing Foundation Model—0
Uncertainty-aware Bayesian machine learning modelling of land cover classification—0
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