Histogram Equalization

Enhance grayscale or luminance contrast using the cumulative distribution.

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Image preview

Original / source

Processed result

Analysis result

Privacy: Your image is processed locally in your browser and is not uploaded to the server.
How it works and how to use it

Histogram Equalization processes image pixels locally in the browser with validated input, Canvas previews, TypedArray calculations, local Web Workers, and browser-generated exports. Images, filenames, pixels, and parameters are not uploaded or stored. Verify important results with a known fixture and document any automatic working-size resize.

Frequently asked questions

Yes. This tool can be used for free without creating an account.

Browser-based processing is performed on your device whenever the tool supports local processing. Avoid entering sensitive data into any online service.

Review the displayed input assumptions and compare important results with the requirements of your project, institution, or applicable standard.

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