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This project forked from weizushuai/sentinel1ice
Ice/water classification of Sentinel1 SAR data
License: GNU General Public License v3.0
Python 25.22%
QML 25.46%
Scheme 49.32%
sentinel1ice's Introduction
sentinel1ice
Sea ice classification of Sentinel-1 EW GRDM data
- 01_denoise_images.py - apply thermal noise correction, land masking and gray scale conversion.
- 01_denoise_images_pp.py - parallel processing of 01_denoise_images.py
- 02_calculate_text_features.py - calculate texture features.
- 03a_rasterize_ice_chart.py - rasterize vector formatted ice chart into rasterized SAR image geometry.
- 03b_segmentation.py - make segmentation image to help manual classification.
- 04a_train_classifier_svm.py - train support vector machine based classifier.
- 04b_train_classifier_rf.py - train random forest based classifier.
- 05_apply_svm.py - apply classifier to the texture features.
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