MATLAB: Find min and max Intensity pixels within 3×3 neighberhood for a 2D image.

image processing

Hi guys. I need to find min and max Intensity pixels, their intensity values and distance between min and max pixels within a neighborhood of 3×3 for each pixel in an image. I will make some mathematical manipulations based on these parameters and assign new intensity value to a center pixel. Your help will be much appreciated.

Best Answer

Sounds like you need rangefilt.

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Use the rangefilt() function.

J = rangefilt(I) returns the array J, where each output pixel contains the range value (maximum value − minimum value) of the 3-by-3 neighborhood around the corresponding pixel in the input image I. The image I can have any dimension. The output image J is the same size as the input image I.
J = rangefilt(I, NHOOD) performs range filtering of the input image I where you specify the neighborhood in NHOOD. NHOOD is a multidimensional array of zeros and ones where the nonzero elements specify the neighborhood for the range filtering operation. NHOOD's size must be odd in each dimension.
By default, rangefilt uses the neighborhood true(3). rangefilt determines the center element of the neighborhood by floor((size(NHOOD) + 1)/2). For information about specifying neighborhoods, see Notes.

Use imerode() to get the min value in a window, and imdilate() to get the max value in a window.

MATLAB: How to apply confilt

Don't use colfilt.

To get the local min

minImage = imerode(grayImage, ones(5));

To get the local max

maxImage = imdilate(grayImage, ones(5));

To get the local max-min

rangeImage = rangefilt(grayImage, ones(5));

Best Answer

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