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Can LBP be used to find the homography between two images with similar field of view for Image Registration?

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Yes. LBP can be used to find homography between two images. LBPs extract the local difference between nearby pixels with respect to center pixel and represent in 8-bit. You can analyse this 8-bit and extract just the corners which can be used as feature points. If you have an option to use other algorithm, I suggest you to go with SIFT .

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  • $\begingroup$ Is LBP is a detector or a descriptor ? $\endgroup$
    – krishnakumar
    Nov 23 '16 at 14:02
  • $\begingroup$ LBP is a descriptor used for detection. $\endgroup$
    – Navin Prashath
    Nov 23 '16 at 14:08
  • $\begingroup$ can interest point detected by some other algorithm and use lbp for descriptor? $\endgroup$
    – krishnakumar
    Nov 23 '16 at 14:10
  • $\begingroup$ LBP is not rotational invariant.You have to use rotational invariant LBP in that case. Why don't you try SIFT? $\endgroup$
    – Navin Prashath
    Nov 23 '16 at 14:27

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