Article

A Deep Learning Ensemble Framework for Off-Nadir Geocentric Pose Prediction

2022-06-24

Abstract excerpt

Roughly 6,800 natural disasters occur worldwide annually, and this alarming number continues to grow due to the effects of climate change. Effective methods to improve natural disaster response include performing change detection, map alignment, and vision-aided navigation to allow for the time-efficient delivery of life-saving aid. Current software functions optimally only on nadir images taken ninety degrees abo...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 1777cf04-f8ab-5e37-b39f-511bd37cb7f9
DOI: 10.21203/rs.3.rs-1769921/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A Deep Learning Ensemble Framework for Off-Nadir Geocentric Pose PredictionDOI 10.21203/rs.3.rs-1769921/v1Read

From Sim to 6DOF: Deep Learning for Real-Time Satellite Pose Estimation from Resolved Ground-Based ImagerySemantic proximity Read

Geographic Bias Analysis and Cross-Domain Generalization in Deep Learning-Based Building Damage AssessmentSemantic proximity Read

Applying Deep Learning to Bathymetric Lidar Point-Cloud Data for Classifying Submerged EnvironmentsSemantic proximity Read

Automatic extraction of built-up area from ZY3 multi-view satellite imagery: Analysis of 45 global citiesSemantic proximity Read

Satellite monitoring of war urban damage with a temporal knowledge-guided deep learning schemeSemantic proximity Read

Urban Ground Subsidence Monitoring and Prediction Using Time-Series InSAR and Machine Learning Approaches: A Case Study of Tianjin, ChinaSemantic proximity Read

Cyclone Intensity Estimation: A Studyof Neural Architecture Search andTransfer Learning in CNNsSemantic proximity Read

IUNet-UCD: Improved U-Net with weighted binary cross-entropy loss function for urban change detection of Sentinel-2 satellite imagesSemantic proximity Read

Navigating the Complexity Trap: Deep Learning Optimization for Mapping Historic Surface Mines in Appalachian TerrainSemantic proximity Read

Next-Gen Forest Fire Management: Integrating Deep Learning with GIS and Earth Observation for Early Warning SystemsSemantic proximity Read

Application Research on General Technology for Safety Appraisal of Existing Buildings Based on Unmanned Aerial Vehicles and Stair-Climbing RobotsSemantic proximity Read

Research on Early Interpretation Techniques for Potential Landslide Terrain Based on Deep Generative Adversarial Reinforcement LearningSemantic proximity Read