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