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Land Cover Classification

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Showing 76–100 of 151 papers

TitleStatusHype
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
A CNN based method for Sub-pixel Urban Land Cover Classification using Landsat-5 TM and Resourcesat-1 LISS-IV Imagery—0
RSBNet: One-Shot Neural Architecture Search for A Backbone Network in Remote Sensing Image Recognition—0
Self-Supervised Material and Texture Representation Learning for Remote Sensing TasksCode1
Spatial machine-learning model diagnostics: a model-agnostic distance-based approachCode0
Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networksCode0
Early- and in-season crop type mapping without current-year ground truth: generating labels from historical information via a topology-based approach—0
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
Semi-supervised learning for joint SAR and multispectral land cover classification—0
Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene ImagesCode2
Paradigm selection for Data Fusion of SAR and Multispectral Sentinel data applied to Land-Cover ClassificationCode0
EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification—0
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning ModelCode1
Progressive Semantic SegmentationCode1
Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery—0
Channel-Based Attention for LCC Using Sentinel-2 Time Series—0
Subspace-Based Feature Fusion From Hyperspectral And Multispectral Image For Land Cover ClassificationCode0
Towards DeepSentinel: An extensible corpus of labelled Sentinel-1 and -2 imagery and a general-purpose sensor-fusion semantic embedding model—0
3D-ANAS: 3D Asymmetric Neural Architecture Search for Fast Hyperspectral Image ClassificationCode0
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing ImageryCode1
Randomized kernels for large scale Earth observation applications—0
Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks—0
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