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Image pre-processing to remove noise

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SS
SS on 30 May 2021
Edited: SS on 30 May 2021
Hi. Is there any image pre-propcessing technique to remove noise from binary images? Please see attached image, I want to remove the objects that are not very straight lines and are connected together, a cxongregation of pixels that look like small circles in the image.
Any hints with MATLAB commands can really help.
Thanks.

Accepted Answer

KALYAN ACHARJYA
KALYAN ACHARJYA on 30 May 2021
Edited: KALYAN ACHARJYA on 30 May 2021
Absolutely possible, you can remove the white pixels based on area (Extract objects from binary image by size) and do some AND or OR logical Operation to get the resultant image.
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SS
SS on 30 May 2021
The raw binary image is obtained by thresholding and combining few gray images.

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