2d convolution returns empty result

3 views (last 30 days)
xiaojuezi
xiaojuezi on 11 May 2020
Edited: Ameer Hamza on 11 May 2020
I have an image matrix of size 512x512x3, for each pixel I would like to compute its weight as the average of the neighbouring pixels like below:
weight(y,x,:) = 0.25 * (I(y+1,x,:) + I(y-1,x,:) + I(y,x+1,:) + I(y,x-1,:))
I used the matlab conv2 function to avoid for loops, i.e.
kernel = [0,1,0;
1,0,1;
0,1,0]
weight = conv2(kernel, I)
As matlab uses zero padding for the convolution result, I would get the result of size 514x514. But I only want the parts that don't use zero padding:
weight = conv(kernel, I, 'valid')
Unfortunately, this returns empty result. Does anyone know how to solve this problem?
Thank you very much.

Answers (1)

Ameer Hamza
Ameer Hamza on 11 May 2020
Edited: Ameer Hamza on 11 May 2020
For 'valid' option, reverse the order of I and kernel
I2 = conv2(I, kernel, 'valid');

Categories

Find more on Get Started with MATLAB in Help Center and File Exchange

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!