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Improved two-stage multithreshold Otsu method.

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Improved two-stage multithreshold Otsu method.

This is an implementation of the method described in:

Huang, D. Y., Lin, T. W., & Hu, W. C. (2011).
Automatic multilevel thresholding based on two-stage Otsu’s method with cluster determination by valley estimation.
International Journal of Innovative Computing, Information and Control, 7(10), 56315644.

Results

Select number of thresholds automatically

Automatic Thresholding

Selecting top X threshold values from output (1, 3, auto)

Different Levels

Threshold values displayed on histogram, black line is value from vanilla Otsu's method

Thresh Values on Histogram

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Improved two-stage multithreshold Otsu method.

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  • Python 100.0%