Polarimetric Target Decompositions and Light Gradient Boosting Machine for Crop Classification: A Comparative Evaluation
Published 2019 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Polarimetric Target Decompositions and Light Gradient Boosting Machine for Crop Classification: A Comparative Evaluation
Authors
Keywords
-
Journal
ISPRS International Journal of Geo-Information
Volume 8, Issue 2, Pages 97
Publisher
MDPI AG
Online
2019-02-22
DOI
10.3390/ijgi8020097
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Very High Resolution Object-Based Land Use–Land Cover Urban Classification Using Extreme Gradient Boosting
- (2018) Stefanos Georganos et al. IEEE Geoscience and Remote Sensing Letters
- Fisher Linear Discriminant Analysis of coherency matrix for wetland classification using PolSAR imagery
- (2018) Masoud Mahdianpari et al. REMOTE SENSING OF ENVIRONMENT
- Gaofen-3 PolSAR Image Classification via XGBoost and Polarimetric Spatial Information
- (2018) et al. SENSORS
- Identifying Modes of Driving Railway Trains from GPS Trajectory Data: An Ensemble Classifier-Based Approach
- (2018) Han Zheng et al. ISPRS International Journal of Geo-Information
- Multi-temporal RADARSAT-2 polarimetric SAR for maize mapping supported by segmentations from high-resolution optical image
- (2018) Guanyuan Shuai et al. International Journal of Applied Earth Observation and Geoinformation
- Hyperspectral Image Classification With Canonical Correlation Forests
- (2017) Junshi Xia et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- An Optimal Nonnegative Eigenvalue Decomposition for the Freeman and Durden Three-Component Scattering Model
- (2017) Yu Xian Lim et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- A particle swarm optimized kernel-based clustering method for crop mapping from multi-temporal polarimetric L-band SAR observations
- (2017) Haifa Tamiminia et al. International Journal of Applied Earth Observation and Geoinformation
- Application of polarization signature to land cover scattering mechanism analysis and classification using multi-temporal C-band polarimetric RADARSAT-2 imagery
- (2017) Xiaodong Huang et al. REMOTE SENSING OF ENVIRONMENT
- Ensemble-based canonical correlation forest (CCF) for land use and land cover classification using sentinel-2 and Landsat OLI imagery
- (2017) Ismail Colkesen et al. Remote Sensing Letters
- Combining Partial Least Squares and the Gradient-Boosting Method for Soil Property Retrieval Using Visible Near-Infrared Shortwave Infrared Spectra
- (2017) Lanfa Liu et al. Remote Sensing
- Random forest in remote sensing: A review of applications and future directions
- (2016) Mariana Belgiu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- On the Added Value of Quad-Pol Data in a Multi-Temporal Crop Classification Framework Based on RADARSAT-2 Imagery
- (2016) Arantzazu Larrañaga et al. Remote Sensing
- Classification and Monitoring of Reed Belts Using Dual-Polarimetric TerraSAR-X Time Series
- (2016) Iris Heine et al. Remote Sensing
- Random Forest and Rotation Forest for fully polarized SAR image classification using polarimetric and spatial features
- (2015) Peijun Du et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- The Effect of Topography on Target Decomposition of Polarimetric SAR Data
- (2015) Sang-Eun Park Remote Sensing
- Modeling and Interpretation of Scattering Mechanisms in Polarimetric Synthetic Aperture Radar: Advances and perspectives
- (2014) Si-Wei Chen et al. IEEE SIGNAL PROCESSING MAGAZINE
- Object-oriented crop mapping and monitoring using multi-temporal polarimetric RADARSAT-2 data
- (2014) Xianfeng Jiao et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Ensemble Learning with Multiple Classifiers and Polarimetric Features for Polarized SAR Image Classification
- (2014) Alim. Samat et al. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING
- An assessment of the effectiveness of a rotation forest ensemble for land-use and land-cover mapping
- (2013) Taskin Kavzoglu et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- A tutorial on synthetic aperture radar
- (2013) Alberto Moreira et al. IEEE Geoscience and Remote Sensing Magazine
- A New Polarimetric Change Detector in Radar Imagery
- (2012) Armando Marino et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Multiyear Crop Monitoring Using Polarimetric RADARSAT-2 Data
- (2012) Chen Liu et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Crop Classification Using Short-Revisit Multitemporal SAR Data
- (2011) Henning Skriver et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Model-Based Decomposition of Polarimetric SAR Covariance Matrices Constrained for Nonnegative Eigenvalues
- (2011) Jakob J. van Zyl et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Four-Component Scattering Power Decomposition With Rotation of Coherency Matrix
- (2011) Yoshio Yamaguchi et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- A novel algorithm for land use and land cover classification using RADARSAT-2 polarimetric SAR data
- (2011) Zhixin Qi et al. REMOTE SENSING OF ENVIRONMENT
- Classifier ensembles for land cover mapping using multitemporal SAR imagery
- (2009) Björn Waske et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now