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Land Cover Classification

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Showing 101–150 of 151 papers

TitleStatusHype
LandCoverNet: A global benchmark land cover classification training datasetCode0
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
Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional NetworkCode1
A Novel Spatial-Spectral Framework for the Classification of Hyperspectral Satellite Imagery—0
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
Integrating global spatial features in CNN based Hyperspectral/SAR imagery classification—0
CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local RefinementCode1
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
Dense Dilated Convolutions Merging Network for Land Cover ClassificationCode1
Segmentation of Satellite Imagery using U-Net Models for Land Cover Classification—0
Cloud Removal in Satellite Images Using Spatiotemporal Generative NetworksCode1
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
Feature Pyramid Network for Multi-Class Land SegmentationCode1
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
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover ClassificationCode1
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 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
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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