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why local binary pattern change size of image?

asked 2013-08-13 03:57:52 -0500

bkshn gravatar image

updated 2013-08-13 03:58:42 -0500

i use local binary pattern on an image in size 680-1024, but the calculated LBP image is in the size of 678-1022. I want to use LBP image in another program but because of this modified size , it return an error. Could you help me why size of image is changed?

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answered 2013-08-13 04:10:04 -0500

This is actually normal. LBP calculate a value for each pixel based on the LBP theory, which is based on the surrounding pixel values, 1 pixel layer around the investigated pixel. Since however edge pixels do not have neighbours outside of the image scope, the LBP value isn't calculated. This means that you loose 1 row of pixels on top and bottom, and 1 column of pixels at right and left side. Hope this makes it more clear.

So it all depends on how you define your LBP region for calculation.

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You can circumvent the problem by making your image one-pixel larger before computing the LBP-image using copyMakeBorder, e.g. : cv::copyMakeBorder(_img, img, 1, 1, 1, 1, cv::BORDER_REPLICATE);

Guanta gravatar imageGuanta ( 2013-08-13 05:04:20 -0500 )edit

Actually that is true, but don't you create 'wrong' pixels then? I guess for LBP this isn't that bad however ...

StevenPuttemans gravatar imageStevenPuttemans ( 2013-08-13 05:16:04 -0500 )edit

Yes, you'll get some LBP-patterns which are not that distinctive, but they would still contain some information from the non-wrapped side (maybe BOARDER_WRAP would thus be better). In general, I would just take the smaller image - just wanted to give @bkshn a possible solution to his problem.

Guanta gravatar imageGuanta ( 2013-08-13 07:09:30 -0500 )edit

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Asked: 2013-08-13 03:57:52 -0500

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Last updated: Aug 13 '13