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Land Cover Classification

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Showing 101–150 of 151 papers

TitleStatusHype
Beyond Pretty Pictures: Combined Single- and Multi-Image Super-resolution for Sentinel-2 Images—0
Channel-Based Attention for LCC Using Sentinel-2 Time Series—0
Classification and mapping of low-statured 'shrubland' cover types in post-agricultural landscapes of the US Northeast—0
Combining Sentinel-1 and Sentinel-2 Time Series via RNN for object-based land cover classification—0
Confidence-Guided Semi-supervised Learning in Land Cover Classification—0
CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences—0
Towards Explainable Land Cover Mapping: a Counterfactual-based Strategy—0
Deep Convolutional Neural Networks for Map-Type Classification—0
Deep Neural Networks for automatic extraction of features in time series satellite images—0
Deep Self-taught Learning for Remote Sensing Image Classification—0
Dense Fusion Classmate Network for Land Cover Classification—0
Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks—0
Dimensionality Reduction via Regression in Hyperspectral Imagery—0
Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery—0
DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn—0
Early- and in-season crop type mapping without current-year ground truth: generating labels from historical information via a topology-based approach—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
Effectivity of super resolution convolutional neural network for the enhancement of land cover classification from medium resolution satellite images—0
EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification—0
Evaluating and Benchmarking Foundation Models for Earth Observation and Geospatial AI—0
Evaluation of Deep Learning Semantic Segmentation for Land Cover Mapping on Multispectral, Hyperspectral and High Spatial Aerial Imagery—0
FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients—0
FlexiMo: A Flexible Remote Sensing Foundation Model—0
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing—0
Generalizable Multispectral Land Cover Classification via Frequency-Aware Mixture of Low-Rank Token Experts—0
Generating a Training Dataset for Land Cover Classification to Advance Global Development—0
Global High Categorical Resolution Land Cover Mapping via Weak Supervision—0
Habitat classification from satellite observations with sparse annotations—0
HyperspectralMAE: The Hyperspectral Imagery Classification Model using Fourier-Encoded Dual-Branch Masked Autoencoder—0
Image Fusion in Remote Sensing: An Overview and Meta Analysis—0
Impacts of Color and Texture Distortions on Earth Observation Data in Deep Learning—0
Incremental Inference on Higher-Order Probabilistic Graphical Models Applied to Constraint Satisfaction Problems—0
Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study—0
Land Cover Change Detection via Semantic Segmentation—0
Land Cover Classification from Multi-temporal, Multi-spectral Remotely Sensed Imagery using Patch-Based Recurrent Neural Networks—0
Land Cover Classification via Multi-temporal Spatial Data by Recurrent Neural Networks—0
Land Cover Semantic Segmentation Using ResUNet—0
Land Use and Land Cover Classification Using Deep Learning Techniques—0
Land Use and Land Cover Classification using a Human Group based Particle Swarm Optimization Algorithm with a LSTM classifier on hybrid-pre-processing Remote Sensing Images—0
Land use/land cover classification of fused Sentinel-1 and Sentinel-2 imageries using ensembles of Random Forests—0
Large-scale Land Cover Classification in GaoFen-2 Satellite Imagery—0
Large Scale Masked Autoencoding for Reducing Label Requirements on SAR Data—0
Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models—0
LMFNet: An Efficient Multimodal Fusion Approach for Semantic Segmentation in High-Resolution Remote Sensing—0
Long-Range Correlation Supervision for Land-Cover Classification from Remote Sensing Images—0
Machine learning based hyperspectral image analysis: A survey—0
Mapping Cropland Abandonment in Mountainous Areas in China Using the Google Earth Engine Platform—0
Meta-Learning for Few-Shot Land Cover Classification—0
MKANet: A Lightweight Network with Sobel Boundary Loss for Efficient Land-cover Classification of Satellite Remote Sensing Imagery—0
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders—0
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