How to prevent conv2d from changing image size

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Nour Aburaed
Nour Aburaed 2019년 4월 22일
댓글: Nour Aburaed 2019년 4월 22일
I have an image of size 330x363 uint8. I am convoluting it with 11x11 filter using conv2. The resulting image gets padded with zeros from top (6 pixels), bottom (4 pixels), left (6 pixels), right (4 pixels). Is there a way to prevent this padding from happening? Is it a good practice to crop the resulting image after the convolution?

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Walter Roberson
Walter Roberson 2019년 4월 22일
편집: Walter Roberson 2019년 4월 22일
conv2(A, B, 'same') or conv2(A, B, 'valid')
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Nour Aburaed
Nour Aburaed 2019년 4월 22일
I've already tried 'same' before but it did not work, as it also introduced zero padding of size 1. But 'valid' worked just fine! Thank you.

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