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Land Cover Classification

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Showing 101–150 of 151 papers

TitleStatusHype
Recurrent Multiresolution Convolutional Networks for VHR Image Classification—0
RSBNet: One-Shot Neural Architecture Search for A Backbone Network in Remote Sensing Image Recognition—0
RSVQA: Visual Question Answering for Remote Sensing Data—0
S2RC-GCN: A Spatial-Spectral Reliable Contrastive Graph Convolutional Network for Complex Land Cover Classification Using Hyperspectral Images—0
SAR-to-RGB Translation with Latent Diffusion for Earth Observation—0
Satellite-Net: Automatic Extraction of Land Cover Indicators from Satellite Imagery by Deep Learning—0
Segmentation of Satellite Imagery using U-Net Models for Land Cover Classification—0
Self-Supervised In-Domain Representation Learning for Remote Sensing Image Scene Classification—0
Semi-supervised learning for joint SAR and multispectral land cover classification—0
Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks—0
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 1 Theory—0
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 2 Validation—0
Submeter-level Land Cover Mapping of Japan—0
Supervised and self-supervised land-cover segmentation & classification of the Biesbosch wetlands—0
SwiMDiff: Scene-wide Matching Contrastive Learning with Diffusion Constraint for Remote Sensing Image—0
Integrating global spatial features in CNN based Hyperspectral/SAR imagery classification—0
Towards DeepSentinel: An extensible corpus of labelled Sentinel-1 and -2 imagery and a general-purpose sensor-fusion semantic embedding model—0
Uncertainty-aware Bayesian machine learning modelling of land cover classification—0
Unsupervised Deep Feature Extraction for Remote Sensing Image Classification—0
Urban Land Cover Classification with Missing Data Modalities Using Deep Convolutional Neural Networks—0
Using Conditional Generative Adversarial Networks to Generate Ground-Level Views From Overhead Imagery—0
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders—0
On the Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications—0
On the semantics of big Earth observation data for land classification—0
PanBench: Towards High-Resolution and High-Performance Pansharpening—0
Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing—0
PatternNet: A Benchmark Dataset for Performance Evaluation of Remote Sensing Image Retrieval—0
Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networksCode0
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution ImagesCode0
Modernized Training of U-Net for Aerial Semantic SegmentationCode0
Heterogeneous Network Based Contrastive Learning Method for PolSAR Land Cover ClassificationCode0
Geographical Context Matters: Bridging Fine and Coarse Spatial Information to Enhance Continental Land Cover MappingCode0
PAD: Phase-Amplitude Decoupling Fusion for Multi-Modal Land Cover ClassificationCode0
Cross-Resolution Land Cover Classification Using Outdated Products and TransformersCode0
Paradigm selection for Data Fusion of SAR and Multispectral Sentinel data applied to Land-Cover ClassificationCode0
Subspace-Based Feature Fusion From Hyperspectral And Multispectral Image For Land Cover ClassificationCode0
3D-ANAS: 3D Asymmetric Neural Architecture Search for Fast Hyperspectral Image ClassificationCode0
MineSegSAT: An automated system to evaluate mining disturbed area extents from Sentinel-2 imageryCode0
DDU-Net: A Domain Decomposition-Based CNN for High-Resolution Image Segmentation on Multiple GPUsCode0
LandCoverNet: A global benchmark land cover classification training datasetCode0
Core-Set Selection for Data-efficient Land Cover SegmentationCode0
Prototype-Based Information Compensation Network for Multi-Source Remote Sensing Data ClassificationCode0
AutoLC: Search Lightweight and Top-Performing Architecture for Remote Sensing Image Land-Cover ClassificationCode0
CerraData-4MM: A multimodal benchmark dataset on Cerrado for land use and land cover classificationCode0
Recursive classification of satellite imaging time-series: An application to land cover mappingCode0
Deep learning-based interactive segmentation in remote sensingCode0
HyperPointFormer: Multimodal Fusion in 3D Space with Dual-Branch Cross-Attention TransformersCode0
Spatial machine-learning model diagnostics: a model-agnostic distance-based approachCode0
Improving EO Foundation Models with Confidence Assessment for enhanced Semantic segmentationCode0
ASANet: Asymmetric Semantic Aligning Network for RGB and SAR image land cover classificationCode0
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