VladKarpushin / gradient_structure_tensor_filter

Segmentation based on Gradient structure tensor (GST)

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Segmentation based on Gradient structure tensor (GST)

Goal

In this tutorial you will learn:

  • how to segment an image by Gradient structure tensor (GST)

Theory

Result

Below you can see input anisotropic image.

Input anisotropic image

Below you can see segmentation result. The result was completed by W = 53, THR = 0.43, Angle = [35...57].

The restored image of the black car license plate

You can also find a quick video demonstration of GST using on YouTube.

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Segmentation based on Gradient structure tensor (GST)


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Language:MATLAB 65.0%Language:C++ 35.0%