Texture segmentation in the frequency domain with gabor filters
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Anderson Beck
on 7 Dec 2021
Answered: Image Analyst
on 8 Dec 2021
Could someone tell me how to implement image segmentation in the frequency domain using Gabor filters.
These are the steps but being new to matlab I don't know how to implement it.
1. Multi-channel decomposition: apply a bank of Gabor filters to the input image to enhance different textures.
2. Smoothing: apply a Gaussian filter bank to smooth regions of similar texture.
3. Grouping: grouping pixels that have similar textures using the k-means algorithm.
4. Assignment: assign each pixel in the image the corresponding group label.
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