UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery
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Title
UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery
Authors
Keywords
Sentinel-2, Aircraft Imagery, Remote Sensing, Water classification, Deep Learning, Unsupervised Curriculum Learning, Multi-scale Classification
Journal
International Journal of Applied Earth Observation and Geoinformation
Volume 105, Issue -, Pages 102568
Publisher
Elsevier BV
Online
2021-10-29
DOI
10.1016/j.jag.2021.102568
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Note: Only part of the references are listed.- Learning deep semantic segmentation network under multiple weakly-supervised constraints for cross-domain remote sensing image semantic segmentation
- (2021) Yansheng Li et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Fusion of Sentinel-1 data with Sentinel-2 products to overcome non-favourable atmospheric conditions for the delineation of inundation maps
- (2019) Ioannis Manakos et al. European Journal of Remote Sensing
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- (2019) Xinyi Shen et al. Remote Sensing
- Recognizing Global Reservoirs From Landsat 8 Images: A Deep Learning Approach
- (2019) Weizhen Fang et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification
- (2019) Patrick Helber et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Semi-supervised center-based discriminative adversarial learning for cross-domain scene-level land-cover classification of aerial images
- (2019) Ruixi Zhu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Introducing WIW for Detecting the Presence of Water in Wetlands with Landsat and Sentinel Satellites
- (2019) Lefebvre et al. Remote Sensing
- Automatic Inundation Mapping Using Sentinel-2 Data Applicable to Both Camargue and Doñana Biosphere Reserves
- (2019) Georgios A. Kordelas et al. Remote Sensing
- Automatic Water-Body Segmentation From High-Resolution Satellite Images via Deep Networks
- (2018) Ziming Miao et al. IEEE Geoscience and Remote Sensing Letters
- A simple automated dynamic threshold extraction method for the classification of large water bodies from landsat-8 OLI water index images
- (2018) Fangfang Zhang et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Combining UAV and Sentinel-2 auxiliary data for forest growing stock volume estimation through hierarchical model-based inference
- (2018) Stefano Puliti et al. REMOTE SENSING OF ENVIRONMENT
- Recent Surface Water Extent of Lake Chad from Multispectral Sensors and GRACE
- (2018) Willibroad Buma et al. SENSORS
- The Use of Sentinel-1 Time-Series Data to Improve Flood Monitoring in Arid Areas
- (2018) Sandro Martinis et al. Remote Sensing
- Automated Extraction of Surface Water Extent from Sentinel-1 Data
- (2018) Wenli Huang et al. Remote Sensing
- On the merging of optical and SAR satellite imagery for surface water mapping applications
- (2018) Kel N. Markert et al. Results in Physics
- Multi-Spectral Water Index (MuWI): A Native 10-m Multi-Spectral Water Index for Accurate Water Mapping on Sentinel-2
- (2018) Zifeng Wang et al. Remote Sensing
- Remote sensing for wetland classification: a comprehensive review
- (2017) Sahel Mahdavi et al. GIScience & Remote Sensing
- Remote Sensing Image Scene Classification Using Bag of Convolutional Features
- (2017) Gong Cheng et al. IEEE Geoscience and Remote Sensing Letters
- Fully Convolutional Network With Task Partitioning for Inshore Ship Detection in Optical Remote Sensing Images
- (2017) Haoning Lin et al. IEEE Geoscience and Remote Sensing Letters
- Surface Water Mapping by Deep Learning
- (2017) Furkan Isikdogan et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- A weighted normalized difference water index for water extraction using Landsat imagery
- (2017) Qiandong Guo et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Sentinel-2 MultiSpectral Instrument (MSI) data processing for aquatic science applications: Demonstrations and validations
- (2017) N. Pahlevan et al. REMOTE SENSING OF ENVIRONMENT
- The optical trapezoid model: A novel approach to remote sensing of soil moisture applied to Sentinel-2 and Landsat-8 observations
- (2017) Morteza Sadeghi et al. REMOTE SENSING OF ENVIRONMENT
- Understanding the temporal behavior of crops using Sentinel-1 and Sentinel-2-like data for agricultural applications
- (2017) Amanda Veloso et al. REMOTE SENSING OF ENVIRONMENT
- A Review of Wetland Remote Sensing
- (2017) Meng Guo et al. SENSORS
- Comparing Landsat water index methods for automated water classification in eastern Australia
- (2016) Adrian Fisher et al. REMOTE SENSING OF ENVIRONMENT
- Identification of Water Bodies in a Landsat 8 OLI Image Using a J48 Decision Tree
- (2016) Tri Acharya et al. SENSORS
- Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification
- (2015) Fan Hu et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Combining UAV-based plant height from crop surface models, visible, and near infrared vegetation indices for biomass monitoring in barley
- (2015) Juliane Bendig et al. International Journal of Applied Earth Observation and Geoinformation
- Classification of Potential Water Bodies Using Landsat 8 OLI and a Combination of Two Boosted Random Forest Classifiers
- (2015) Byoung Ko et al. SENSORS
- UAV Remote Sensing for Urban Vegetation Mapping Using Random Forest and Texture Analysis
- (2015) Quanlong Feng et al. Remote Sensing
- UAV Flight Experiments Applied to the Remote Sensing of Vegetated Areas
- (2014) Esther Salamí et al. Remote Sensing
- Semantic Annotation of Satellite Images Using Author–Genre–Topic Model
- (2013) Wang Luo et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Wetland inundation monitoring by the synergistic use of ENVISAT/ASAR imagery and ancilliary spatial data
- (2013) Belen Marti-Cardona et al. REMOTE SENSING OF ENVIRONMENT
- Mapping flooding regimes in Camargue wetlands using seasonal multispectral data
- (2013) Aurélie Davranche et al. REMOTE SENSING OF ENVIRONMENT
- Automated Water Extraction Index: A new technique for surface water mapping using Landsat imagery
- (2013) Gudina L. Feyisa et al. REMOTE SENSING OF ENVIRONMENT
- A Change Detection Approach to Flood Mapping in Urban Areas Using TerraSAR-X
- (2012) Laura Giustarini et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Estimating CO2 Sequestration by Forests in Oita Prefecture, Japan, by Combining LANDSAT ETM+ and ALOS Satellite Remote Sensing Data
- (2012) Kazadi Sanga-Ngoie et al. Remote Sensing
- Using shorelines for autonomous air vehicle guidance
- (2010) Patrick Baker et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- The Utility of Spaceborne Radar to Render Flood Inundation Maps Based on Multialgorithm Ensembles
- (2009) G. Schumann et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
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