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imagebinarization.jl's Introduction

ImageBinarization

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A Julia package containing a number of algorithms for analyzing images and automatically binarizing them into background and foreground.

In simple words, the general usage pattern of this package is:

imgb = binarize(img, algorithm::AbstractImageBinarizationAlgorithm)

For more detailed usage and a full list of algorithms, please check the documentation.

Examples of ImageBinarization in action

Example: cells

Original image
Original image
Intermodes
Intermodes 		Minimum Error
Minimum Error 		Minimum
Minimum
Moments
Moments 		Otsu
Otsu 		Polysegment
Polysegment
Rosin
Rosin 		Sauvola
Sauvola 		Niblack
Niblack
Adaptive
Adaptive 		Yen
Yen 		Balanced
Balanced

Example: moon surface -- Unimodal

Original image
Original image
Intermodes
Intermodes 		Minimum Error
Minimum Error 		Minimum
Minimum
Moments
Moments 		Otsu
Otsu 		Polysegment
Polysegment
Rosin
Rosin 		Sauvola
Sauvola 		Niblack
Niblack
Adaptive
Adaptive 		Yen
Yen 		Balanced
Balanced

Example: text

Original image
Original image
Intermodes
Intermodes 		Minimum Error
Minimum Error 		Minimum
Minimum
Moments
Moments 		Otsu
Otsu 		Polysegment
Polysegment
Rosin
Rosin 		Sauvola
Sauvola 		Niblack
Niblack
Adaptive
Adaptive 		yen
Yen 		Balanced
Balanced

imagebinarization.jl's People

Contributors

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Watchers

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