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Land Cover Classification

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Showing 101–150 of 151 papers

TitleStatusHype
EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification—0
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
Randomized kernels for large scale Earth observation applications—0
LandCoverNet: A global benchmark land cover classification training datasetCode0
Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks—0
Land Cover Semantic Segmentation Using ResUNet—0
Deep Neural Networks for automatic extraction of features in time series satellite images—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
A Novel Spatial-Spectral Framework for the Classification of Hyperspectral Satellite Imagery—0
Integrating global spatial features in CNN based Hyperspectral/SAR imagery classification—0
Meta-Learning for Few-Shot Land Cover Classification—0
A Biologically Interpretable Two-stage Deep Neural Network (BIT-DNN) For Vegetation Recognition From Hyperspectral Imagery—0
RSVQA: Visual Question Answering for Remote Sensing Data—0
Segmentation of Satellite Imagery using U-Net Models for Land Cover Classification—0
Land Cover Change Detection via Semantic Segmentation—0
Dense Fusion Classmate Network for Land Cover Classification—0
Adjusting Rate of Spread Factors through Derivative-Free Optimization: A New Methodology to Improve the Performance of Forest Fire Simulators—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
Satellite-Net: Automatic Extraction of Land Cover Indicators from Satellite Imagery by Deep Learning—0
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution ImagesCode0
Land Use and Land Cover Classification Using Deep Learning Techniques—0
Using Conditional Generative Adversarial Networks to Generate Ground-Level Views From Overhead Imagery—0
Predicting Food Security Outcomes Using Convolutional Neural Networks (CNNs) for Satellite Tasking—0
CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences—0
Combining Sentinel-1 and Sentinel-2 Time Series via RNN for object-based land cover classification—0
Generating a Training Dataset for Land Cover Classification to Advance Global Development—0
DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn—0
Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models—0
Recurrent Multiresolution Convolutional Networks for VHR Image Classification—0
What Is It Like Down There? Generating Dense Ground-Level Views and Image Features From Overhead Imagery Using Conditional Generative Adversarial Networks—0
Large-scale Land Cover Classification in GaoFen-2 Satellite Imagery—0
Deep Convolutional Neural Networks for Map-Type Classification—0
Machine learning based hyperspectral image analysis: A survey—0
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders—0
Deep Self-taught Learning for Remote Sensing Image Classification—0
Urban Land Cover Classification with Missing Data Modalities Using Deep Convolutional Neural Networks—0
An automatic water detection approach based on Dempster-Shafer theory for multi spectral images—0
Land Cover Classification from Multi-temporal, Multi-spectral Remotely Sensed Imagery using Patch-Based Recurrent Neural Networks—0
Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study—0
PatternNet: A Benchmark Dataset for Performance Evaluation of Remote Sensing Image Retrieval—0
Land Cover Classification via Multi-temporal Spatial Data by Recurrent Neural Networks—0
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 2 Validation—0
Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product generation, Part 1 Theory—0
Dense semantic labeling of sub-decimeter resolution images with convolutional neural networks—0
Dimensionality Reduction via Regression in Hyperspectral Imagery—0
Unsupervised Deep Feature Extraction for Remote Sensing Image Classification—0
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