OtsuSeg

OtsuSeg is an R package designed for the segmentation of burned areas using smoothed histograms and Otsu's thresholding method applied to spectral indices such as the Normalized Burn Ratio (NBR).

Authors: Hammadi Achour, Olga Viedma, Zina Soltani, Imene Habibi, Wahbi Jaouadi

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Install

install.packages('OtsuSeg')

Monthly Downloads

196

Version

0.1.0

License

GPL-3

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Repository

https://github.com/olgaviedma/OtsuSeg

Maintainer

Olga Viedma

Last Published

May 12th, 2025

Functions in OtsuSeg (0.1.0)

smooth_histogram

Smooth Histogram Data

binarize_raster

Binarize a Raster Using Otsu's Thresholding (with Inter-Class and Intra-Class Variance)

get_external_data

Download and load example data for OtsuSeg

Quality_control

Quantitative Comparison of Binary Shape with Reference Shape

otsu_threshold_smoothed

Otsu's Thresholding with Smoothed Histogram