Research Article

Robust Keypoint Detection and Matching on Fisheye Images by Self-Supervised Learning

Figure 3

An example of image rotation. The number of matched points by SIFT on unwarped images is 320 (a), while on fisheye images (b), it is only 152, with a reduction of more than a half.