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location: JavierAndresRedolfi / sartb / Install

Fisher Vectors for PolSAR Image Classification

Code used in paper:

Javier Redolfi, Jorge Sánchez, and Ana Georgina Flesia
"Fisher Vectors for PolSAR Image Classification"
IEEE Geoscience and Remote Sensing Letters, 99, Septiembre 2017. (link)

Download

JavierAndresRedolfi/sartb/sartb.tar.gz

Features

The library consist basically of the following python modules:

Dependencies

Installation on Debian/Ubuntu

(use sudo for Ubuntu)

# apt-get install python2.7 python-matplotlib python-numpy python-skimage python-sklearn python-scipy

# pip install pystruct

Installing the module

Example: Comparison with paper "Pol-SAR Classification Based on Generalized Polar Decomposition of Mueller Matrix"

$python src/bin/comparison_mueller.py --dataset=path_to_dataset