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Advanced Unsupervised Classification Methods to Detect Anomalies on Earthen Levees Using Polarimetric SAR Imagery

Sensors (Basel, Switzerland), 2016-06, Vol.16 (6), p.898

2016

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Accuracy Analysis Comparison of Supervised Classification Methods for Anomaly Detection on Levees Using SAR Imagery

Electronics (Basel), 2017-12, Vol.6 (4), p.83

2017

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Using in situ soil measurements for analysis of a polarimetric SAR-based classification of levee slump slides in the Lower Mississippi River

Engineering geology, 2014-10, Vol.181, p.157-168

2014

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Earthen levee slide detection via automated analysis of synthetic aperture radar imagery

Landslides, 2016-08, Vol.13 (4), p.643-652

2016

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Detection of Anomalies on Earthen Levees with And Without Feature Extraction Using Synthetic Aperture Radar Imagery

2020 SoutheastCon, 2020, Vol.2, p.1-5

2020

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Enhancement of Satellite Precipitation Estimation via Unsupervised Dimensionality Reduction

IEEE transactions on geoscience and remote sensing, 2012-10, Vol.50 (10), p.3931-3940

2012

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Screening Mississippi River Levees Using Texture-Based and Polarimetric-Based Features from Synthetic Aperture Radar Data

Electronics (Basel), 2017-06, Vol.6 (2), p.29

2017

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A Supervised Classification Method for Levee Slide Detection Using Complex Synthetic Aperture Radar Imagery

Journal of imaging, 2016-09, Vol.2 (3), p.26

2016

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Classification of levee slides from airborne synthetic aperture radar images with efficient spatial feature extraction

Journal of applied remote sensing, 2015-03, Vol.9 (1), p.97294

2015

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A Machine Learning Framework for Detecting Landslides on Earthen Levees Using Spaceborne SAR Imagery

IEEE journal of selected topics in applied earth observations and remote sensing, 2015-08, Vol.8 (8), p.3791-3801

2015

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Decision Fusion of Textural Features Derived From Polarimetric Data for Levee Assessment

IEEE journal of selected topics in applied earth observations and remote sensing, 2012-06, Vol.5 (3), p.970-976

2012

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Unsupervised classification of SAR imagery using polarimetric decomposition to preserve scattering characteristics

2015 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), 2015, p.1-5

2015

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Stressed vegetation identification by SAR time series as an indicator of slope instability in Mississippi River levee segments

2013 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), 2013, p.1-4

2013

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Classification of polarimetric SAR imagery using unsupervised H/α and extended H/α schemes to detect anomalies on earthen levees

2015 IEEE International Conference on Image Processing (ICIP), 2015, p.601-605

2015

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Investigating the correlation between radar backscatter and in situ soil property measurements

International journal of applied earth observation and geoinformation, 2017-05, Vol.57, p.136-144

2017

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Landslide detection on earthen levees with X-band and L-band radar data

2013 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), 2013, p.1-5

2013

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Effects of rainfall, geomorphological and geometrical variables on vulnerability of the lower Mississippi River levee system to slump slides

Georisk, 2017-07, Vol.11 (3), p.257-271

2017

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MAPPING WEAKNESSES IN THE MISSISSIPPI RIVER LEVEE SYSTEM USING MULTI-TEMPORAL UAVSAR DATA

Revista brasileira de cartografia, 2013-09, Vol.65 (4)

2013

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A Neural Network Approach to Soil Electrical Conductivity Estimation on Earthen Levees Using Spaceborne X-band SAR Imagery

Photogrammetric engineering and remote sensing, 2016-07, Vol.82 (7), p.509-520

2016

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A Hybrid Approach for Building Extraction From Spaceborne Multi-Angular Optical Imagery

IEEE journal of selected topics in applied earth observations and remote sensing, 2012-02, Vol.5 (1), p.89-100

2012

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A Neural Network Approach to Soil Electrical Conductivity Estimation on Earthen Levees Using Spaceborne X-band SAR Imagery

Photogrammetric engineering and remote sensing, 2016-07, Vol.82 (7), p.509-519

2016

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On an Enhanced PERSIANN-CCS Algorithm for Precipitation Estimation

Journal of atmospheric and oceanic technology, 2012-07, Vol.29 (7), p.922-932

2012

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Fusion of synthetic aperture radar and hyperspectral imagery to detect impacts of oil spill in Gulf of Mexico

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2015, p.1901-1904

2015

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On the Use of a Cluster Ensemble Cloud Classification Technique in Satellite Precipitation Estimation

IEEE journal of selected topics in applied earth observations and remote sensing, 2012-10, Vol.5 (5), p.1356-1363

2012

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On the Use of the Genetic Algorithm Filter-Based Feature Selection Technique for Satellite Precipitation Estimation

IEEE geoscience and remote sensing letters, 2012-09, Vol.9 (5), p.963-967

2012

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Advanced Unsupervised Classification Methods to Detect Anomalies on Earthen Levees Using Polarimetric SAR Imagery

Accuracy Analysis Comparison of Supervised Classification Methods for Anomaly Detection on Levees Using SAR Imagery

Using in situ soil measurements for analysis of a polarimetric SAR-based classification of levee slump slides in the Lower Mississippi River

Earthen levee slide detection via automated analysis of synthetic aperture radar imagery

Detection of Anomalies on Earthen Levees with And Without Feature Extraction Using Synthetic Aperture Radar Imagery

Enhancement of Satellite Precipitation Estimation via Unsupervised Dimensionality Reduction

Screening Mississippi River Levees Using Texture-Based and Polarimetric-Based Features from Synthetic Aperture Radar Data

A Supervised Classification Method for Levee Slide Detection Using Complex Synthetic Aperture Radar Imagery

Classification of levee slides from airborne synthetic aperture radar images with efficient spatial feature extraction

A Machine Learning Framework for Detecting Landslides on Earthen Levees Using Spaceborne SAR Imagery

Decision Fusion of Textural Features Derived From Polarimetric Data for Levee Assessment

Unsupervised classification of SAR imagery using polarimetric decomposition to preserve scattering characteristics

Stressed vegetation identification by SAR time series as an indicator of slope instability in Mississippi River levee segments

Classification of polarimetric SAR imagery using unsupervised H/α and extended H/α schemes to detect anomalies on earthen levees

Investigating the correlation between radar backscatter and in situ soil property measurements

Landslide detection on earthen levees with X-band and L-band radar data

Effects of rainfall, geomorphological and geometrical variables on vulnerability of the lower Mississippi River levee system to slump slides

MAPPING WEAKNESSES IN THE MISSISSIPPI RIVER LEVEE SYSTEM USING MULTI-TEMPORAL UAVSAR DATA

A Neural Network Approach to Soil Electrical Conductivity Estimation on Earthen Levees Using Spaceborne X-band SAR Imagery

A Hybrid Approach for Building Extraction From Spaceborne Multi-Angular Optical Imagery

A Neural Network Approach to Soil Electrical Conductivity Estimation on Earthen Levees Using Spaceborne X-band SAR Imagery

On an Enhanced PERSIANN-CCS Algorithm for Precipitation Estimation

Fusion of synthetic aperture radar and hyperspectral imagery to detect impacts of oil spill in Gulf of Mexico

On the Use of a Cluster Ensemble Cloud Classification Technique in Satellite Precipitation Estimation

On the Use of the Genetic Algorithm Filter-Based Feature Selection Technique for Satellite Precipitation Estimation

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