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Bathymetry-Guided Multi-Source Remote Sensing Image Domain Adaptive Coral Reef Benthic Habitat Classification Method

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HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation
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Habitat maps to enhance monitoring and management of the Great Barrier Reef
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A global coral reef probability map generated using convolutional neural networks
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DLOW: Domain Flow and Applications
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Geographical distribution of coral reefs and their responses to environmental factors in the South China Sea
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Object-based classification of sub-bottom profiling data for benthic habitat mapping. Comparison with sidescan and RoxAnn in a Greek shallow-water habitat
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A downscaled bathymetric mapping approach combining multitemporal Landsat-8 and high spatial resolution imagery: Demonstrations from clear to turbid waters
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UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery
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Cross-spatiotemporal land-cover classification from VHR remote sensing images with deep learning based domain adaptation
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Cost-efficient bathymetric mapping method based on massive active–passive remote sensing data
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A large-scale climate-aware satellite image dataset for domain adaptive land-cover semantic segmentation
inferredcites →https://doi.org/10.1016/j.jag.2023.103264openalex-snapshot
FSPN: End-to-end full-space pooling weakly supervised network for benthic habitat mapping using remote sensing images
inferredcites →https://doi.org/10.1016/j.jag.2023.103646openalex-snapshot
Self-training guided disentangled adaptation for cross-domain remote sensing image semantic segmentation
inferredcites →https://doi.org/10.1016/j.margeo.2020.106390openalex-snapshot
Deep learning model for seabed sediment classification based on fuzzy ranking feature optimization
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Principles for coral reef restoration in the anthropocene
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Formation and development of coral reefs in the South China Sea
inferredcites →https://doi.org/10.1016/j.rse.2018.07.014openalex-snapshot
Coral reef applications of Sentinel-2: Coverage, characteristics, bathymetry and benthic mapping with comparison to Landsat 8
inferredcites →https://doi.org/10.1016/j.rse.2021.112631openalex-snapshot
Satellite remote sensing of pelagic Sargassum macroalgae: The power of high resolution and deep learning
inferredcites →https://doi.org/10.1016/j.rse.2023.113856openalex-snapshot
Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks
inferredcites →https://doi.org/10.1016/j.rse.2024.114191openalex-snapshot
Reconstruction of seamless harmonized Landsat Sentinel-2 (HLS) time series via self-supervised learning
inferredcites →https://doi.org/10.1016/j.rse.2024.114223openalex-snapshot
Continuous Sargassum monitoring across the Caribbean Sea and Central Atlantic using multi-sensor satellite observations
inferredcites →https://doi.org/10.1016/j.rse.2024.114231openalex-snapshot
A remote sensing model for coral recruitment habitat
inferredcites →https://doi.org/10.1038/s41558-019-0606-6openalex-snapshot
Climate uncertainty communication
inferredcites →https://doi.org/10.1038/s41597-021-00958-zopenalex-snapshot
Reef Cover, a coral reef classification for global habitat mapping from remote sensing
inferredcites →https://doi.org/10.1038/s43247-022-00363-3openalex-snapshot
Global predictions of coral reef dissolution in the Anthropocene
inferredcites →https://doi.org/10.1109/cvpr.2019.00710openalex-snapshot
Bidirectional Learning for Domain Adaptation of Semantic Segmentation
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00414openalex-snapshot
FDA: Fourier Domain Adaptation for Semantic Segmentation
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01223openalex-snapshot
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00790openalex-snapshot
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00969openalex-snapshot
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
inferredcites →https://doi.org/10.1109/cvpr52729.2023.01128openalex-snapshot
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation
inferredcites →https://doi.org/10.1109/tgrs.2014.2377300openalex-snapshot
High-Resolution Maps of Bathymetry and Benthic Habitats in Shallow-Water Environments Using Multispectral Remote Sensing Imagery
inferredcites →https://doi.org/10.1109/tgrs.2019.2922724openalex-snapshot
Technical Framework for Shallow-Water Bathymetry With High Reliability and No Missing Data Based on Time-Series Sentinel-2 Images
inferredcites →https://doi.org/10.1109/tgrs.2020.3010055openalex-snapshot
Domain Adaptive Transfer Attack-Based Segmentation Networks for Building Extraction From Aerial Images
inferredcites →https://doi.org/10.1109/tgrs.2021.3135462openalex-snapshot
High-Resolution Satellite Bathymetry Mapping: Regression and Machine Learning-Based Approaches
inferredcites →https://doi.org/10.1109/tgrs.2022.3147513openalex-snapshot
Global and Local Contrastive Self-Supervised Learning for Semantic Segmentation of HR Remote Sensing Images
inferredcites →https://doi.org/10.1109/tgrs.2022.3217830openalex-snapshot
Structure-Aware Weakly Supervised Network for Building Extraction From Remote Sensing Images
inferredcites →https://doi.org/10.1109/tgrs.2023.3243042openalex-snapshot
Unsupervised Domain Adaptation Semantic Segmentation of High-Resolution Remote Sensing Imagery With Invariant Domain-Level Prototype Memory
inferredcites →https://doi.org/10.1109/wacv48630.2021.00142openalex-snapshot
DACS: Domain Adaptation via Cross-domain Mixed Sampling
inferredcites →https://doi.org/10.1111/2041-210x.13841openalex-snapshot
Using ensemble methods to improve the robustness of deep learning for image classification in marine environments
inferredcites →https://doi.org/10.1146/annurev-marine-121916-063249openalex-snapshot
Remote Sensing Tropical Coral Reefs: The View from Above
inferredcites →https://doi.org/10.1364/oe.444557openalex-snapshot
Satellite-derived bathymetry using Landsat-8 and Sentinel-2A images: assessment of atmospheric correction algorithms and depth derivation models in shallow waters
inferredcites →https://doi.org/10.48550/arxiv.1711.03213openalex-snapshot
CyCADA: Cycle-Consistent Adversarial Domain Adaptation
inferredcites →https://doi.org/10.48550/arxiv.2205.08534openalex-snapshot
Vision Transformer Adapter for Dense Predictions
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